Climate Finance Bench | Paper Citation Record

Observation 666654c3-4b81-4266-9d50-817f4f1de2d1 · outbound

This paper cites Bridging Data Gaps: Data Availability and Needs for Addressing Climate-Related Financial Risks,.

Climate Finance Bench Bridging Data Gaps: Data Availability and Needs for Addressing Climate-Related Financial Risks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:54.046080Z

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Observation 1d63f2cb-7a8d-4f70-8cf8-bfc22ceb7336 · outbound

This paper cites 2023 Status Report: Task Force on Climate-related Financial Disclosures,.

Climate Finance Bench 2023 Status Report: Task Force on Climate-related Financial Disclosures,

Reference 2

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Observation ae000947-5527-4bcb-921d-e7f2fd365002 · outbound

This paper cites Project Gaia - Enabling climate risk analysis using generative AI,.

Climate Finance Bench Project Gaia - Enabling climate risk analysis using generative AI,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:53.639901Z

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Observation fd60f95a-015e-4531-944f-a6189d269488 · outbound

This paper cites Informing climate risk analysis using textual information – A research agenda ,.

Climate Finance Bench Informing climate risk analysis using textual information – A research agenda ,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:53.475169Z

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Observation 7c97f820-2429-4f58-9746-ae5a4f442fd1 · outbound

This paper cites Language Models are Few-Shot Learners,.

Climate Finance Bench Language Models are Few-Shot Learners,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:53.274698Z

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Observation bf4e6081-92a1-4f54-9be5-79cdaae3232a · outbound

This paper cites GPT-4 Technical Report.

Climate Finance Bench GPT-4 Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:41.489922Z

Source-reported events for the cited work

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Observation 409e9aa5-3716-44af-9973-c8ebad727686 · outbound

This paper cites Survey of Hallucination in Natural Language Generation,.

Climate Finance Bench Survey of Hallucination in Natural Language Generation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:53.081118Z

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Observation 78dad4a5-13ea-4c4c-b5c6-8c5dc416c794 · outbound

This paper cites Augmented Language Models: a Survey.

Climate Finance Bench Augmented Language Models: a Survey

Reference 8

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Observation 559463ec-ff48-4787-aa8e-6853cbdff55f · outbound

This paper cites Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision.

Climate Finance Bench Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:05:46.602745Z

Source-reported events for the cited work

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Observation c508f2c0-0f62-42fc-8f18-58c437b6425c · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks,.

Climate Finance Bench Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.949953Z

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Observation 79802e9d-9ddb-4d31-a649-bb9222da43da · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open-Domain Question Answering,.

Climate Finance Bench Leveraging Passage Retrieval with Generative Models for Open-Domain Question Answering,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.861850Z

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Observation 761039e6-675f-494e-9c12-deb0e615feee · outbound

This paper cites FinGPT: Open-Source Financial Large Language Model,.

Climate Finance Bench FinGPT: Open-Source Financial Large Language Model,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:41.967740Z

Source-reported events for the cited work

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Observation 3533d249-216e-4fcd-875a-d1e924a2708b · outbound

This paper cites Constraints on the extragalactic magnetic field strength from blazar spectra based on 145 months of Fermi-LAT observations.

Climate Finance Bench Constraints on the extragalactic magnetic field strength from blazar spectra based on 145 months of Fermi-LAT observations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.033396Z

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Observation 76127aba-a9c0-4eb6-9c98-449c1dd0dd60 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

Climate Finance Bench FinanceBench: A New Benchmark for Financial Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.110275Z

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Observation f14cfd23-de2d-4d20-91d4-f43b9229c5dd · outbound

This paper cites Searching for Best Practices in Retrieval-Augmented Generation.

Climate Finance Bench Searching for Best Practices in Retrieval-Augmented Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.210375Z

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Observation 8295d527-25d4-4bcf-aec9-01b41bb63e89 · outbound

This paper cites ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures.

Climate Finance Bench ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:05:46.401669Z

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Observation b23fb900-ea07-44a2-b26a-6dedf7c269f8 · outbound

This paper cites FinQA: A Dataset of Numerical Reasoning over Financial Data,.

Climate Finance Bench FinQA: A Dataset of Numerical Reasoning over Financial Data,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.726208Z

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Observation f7c08a8c-fd19-424e-ac71-c6a785bcca30 · outbound

This paper cites ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversa- tional Finance Question Answering,.

Climate Finance Bench ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversa- tional Finance Question Answering,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.583027Z

Source-reported events for the cited work

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Observation 3b2369d9-1260-4a9c-981f-ea49b7ff458b · outbound

This paper cites TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Text Data in Finance,.

Climate Finance Bench TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Text Data in Finance,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.442441Z

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Observation 4fd285bd-66ac-403f-8966-a97995478e05 · outbound

This paper cites CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims.

Climate Finance Bench CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.560457Z

Source-reported events for the cited work

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Observation 69ddc0e8-c879-43c7-a037-4aacb5357fbd · outbound

This paper cites Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models,.

Climate Finance Bench Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.643281Z

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Observation 3b330718-141b-4041-9e82-6346fcc4be6a · outbound

This paper cites Atlas: Few-shot Learning with Retrieval-Augmented Language Models,.

Climate Finance Bench Atlas: Few-shot Learning with Retrieval-Augmented Language Models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.280173Z

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Observation 8c6a8162-cc5d-43db-8c36-572185ef49e5 · outbound

This paper cites KILT: A Benchmark for Knowledge Intensive Language Tasks,.

Climate Finance Bench KILT: A Benchmark for Knowledge Intensive Language Tasks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:52.152430Z

Source-reported events for the cited work

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Observation 3e6b5eff-1eeb-442f-83c0-59a4a89ee125 · outbound

This paper cites BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models,.

Climate Finance Bench BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.997889Z

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Observation fc4ff98a-5edf-47a3-9ce3-14fb17f2d607 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Climate Finance Bench BloombergGPT: A Large Language Model for Finance

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:42.938149Z

Source-reported events for the cited work

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Observation 8774e3e0-d51e-4b14-b4fb-488b2e76b0b6 · outbound

This paper cites Carbon Emissions and Large Neural Network Training,.

Climate Finance Bench Carbon Emissions and Large Neural Network Training,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.868120Z

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Observation 339bda76-4073-4a37-a486-5aa9e7d1ec76 · outbound

This paper cites Green AI,.

Climate Finance Bench Green AI,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.727956Z

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Observation ec94fea6-3610-4e29-9b1c-60279bf07f07 · outbound

This paper cites Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation.

Climate Finance Bench Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:05:46.219544Z

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Observation 9917b27b-fe28-4f99-b525-122838adaed4 · outbound

This paper cites Task-aware Retrieval with Instructions,.

Climate Finance Bench Task-aware Retrieval with Instructions,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.607671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22cc2fb2-ea92-44df-83d0-c4b02f59d4bd · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Climate Finance Bench Graph Retrieval-Augmented Generation: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:43.297344Z

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Observation 9374f6ce-1de1-44ad-85ca-a0a7fb498724 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Climate Finance Bench From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:43.379723Z

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Observation ef75509e-a12b-4ef0-a175-b9a0dc99bd74 · outbound

This paper cites Language Model Cascades: Token-Level Uncertainty and Beyond,.

Climate Finance Bench Language Model Cascades: Token-Level Uncertainty and Beyond,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.432941Z

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Observation 040c5087-4cb3-4477-8ed0-a29f974de0fc · outbound

This paper cites Investigating Energy Efficiency and Performance Trade-offs in LLM Inference Across Tasks and DVFS Settings,.

Climate Finance Bench Investigating Energy Efficiency and Performance Trade-offs in LLM Inference Across Tasks and DVFS Settings,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:43.511039Z

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Observation 5f47315e-03fa-4d9c-bd7c-14ad0e6794e5 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models,.

Climate Finance Bench ReAct: Synergizing Reasoning and Acting in Language Models,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:51.336270Z

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Observation 3017fb65-f79a-4fd7-85aa-91dc8d4d0318 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Climate Finance Bench Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:05:43.643091Z

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Observation 1a4ca513-f82a-4732-a775-d3c75b01f978 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:51.171864Z

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Observation b7316d2f-d975-4d59-81a1-b4b7a4ef7e16 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:51.025046Z

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Observation 682ab219-2537-454c-8b4e-5f4b90cfcecc · outbound

This paper cites A.3 Agreement with Human Judgements A soft match counts {correct, incomplete} as agreement, whereas a hard match counts only {correct}.

Climate Finance Bench A.3 Agreement with Human Judgements A soft match counts {correct, incomplete} as agreement, whereas a hard match counts only {correct}

Reference 38

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T13:05:50.850452Z

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Observation d130e3cd-a27b-4f0c-9067-9276e4292a28 · outbound

This paper cites AI-for-climate.

Climate Finance Bench AI-for-climate

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:50.747984Z

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Observation a9fffeb5-44d6-484b-95f0-a7608f99bc1c · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:50.618348Z

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Observation a7021962-547e-4536-923e-12dc8a455b69 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:50.444202Z

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Observation b7dcdf61-d8cf-459f-98f4-2723a6f9e8ce · outbound

This paper cites Remote inference on GPT-4o and Claude accounts for ∼5 kg CO2eq—roughly 77.00 % of the subtotal for a single RAG configuration.

Climate Finance Bench Remote inference on GPT-4o and Claude accounts for ∼5 kg CO2eq—roughly 77.00 % of the subtotal for a single RAG configuration

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:50.284325Z

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Observation a5bb5b94-60b7-4367-a5ba-e87795a97294 · outbound

This paper cites Compressing LLaMA 3.1 from full precision to 4-bit slashes emissions from 0 .92 to 0 .23 kg CO2eq (≈ 75% savings) while retaining answer quality within two percentage points.

Climate Finance Bench Compressing LLaMA 3.1 from full precision to 4-bit slashes emissions from 0 .92 to 0 .23 kg CO2eq (≈ 75% savings) while retaining answer quality within two percentage points

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:50.099298Z

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Observation 67f4ac77-105f-4ccf-b48a-643f2ba315bd · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:49.931522Z

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Observation 529f9ef8-080f-4566-9bf3-738835376df8 · outbound

This paper cites Rigorous annotation is critical for trustworthy results.

Climate Finance Bench Rigorous annotation is critical for trustworthy results

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:49.738052Z

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Observation 39b24562-0ab0-4126-91de-f47bca363216 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:49.614381Z

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Observation 55893ced-c4f5-4e89-9911-d7382fc3267e · outbound

This paper cites Annotation Table.

Climate Finance Bench Annotation Table

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:49.417141Z

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Observation ad9c90d6-5eec-414e-b444-154dc1fa6530 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:49.285393Z

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Observation 4a210a4f-db6a-4859-a86d-75a0b9621ac7 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:49.070695Z

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Observation 07191990-2710-416a-bf3f-31d6e66c5278 · outbound

This paper cites • If the question spans several years, list them: 2020, 2021.

Climate Finance Bench • If the question spans several years, list them: 2020, 2021

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:48.886537Z

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Observation adaa9e06-463f-4020-8b3b-cbbe04401ad0 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:48.711984Z

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Observation fc0d1ee6-35f2-4b2a-863d-bf20341319e6 · outbound

This paper cites • Replace FYXXXX with the concrete year, e.g.

Climate Finance Bench • Replace FYXXXX with the concrete year, e.g

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:48.533628Z

Source-reported events for the cited work

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Observation d80dc5b3-37bb-41ba-9688-89fd058b1cbc · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:48.331421Z

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Observation 89e0d562-61e9-42fb-a0f8-d49c20863b47 · outbound

This paper cites • If the information is not in the report, write exactly: Not available in the retrieved information.

Climate Finance Bench • If the information is not in the report, write exactly: Not available in the retrieved information

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:48.190180Z

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Observation 419b3506-c18a-4ee5-b9f2-3bff85397246 · outbound

This paper cites • Multiple documents: list in chronological order, separated by commas (e.g.

Climate Finance Bench • Multiple documents: list in chronological order, separated by commas (e.g

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:47.993324Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d637b63-c5b4-474e-bbe3-b8acad4da169 · outbound

This paper cites • One document: doc1{page17, page26}.

Climate Finance Bench • One document: doc1{page17, page26}

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:47.840956Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 535912b7-c114-4897-8f62-2cf694296797 · outbound

This paper cites • One extract: doc1{<extract>}.

Climate Finance Bench • One extract: doc1{<extract>}

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:47.703265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22f923ed-0a38-4c81-87a4-04bc3440414d · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:47.581642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a99ce973-1d42-4663-980b-fd82b8bbd78e · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:47.422042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation babf5efa-aecb-4389-a943-d3db13d9fc1e · outbound

This paper cites Write a short, clear remark.

Climate Finance Bench Write a short, clear remark

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:47.296762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0905a04-ebfe-4750-80c6-47f287c6246c · outbound

This paper cites Options: Validated by the expert / Modified by the expert.

Climate Finance Bench Options: Validated by the expert / Modified by the expert

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:47.143012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 107ceeb9-69ae-40bb-9161-5bc0a7eb3020 · outbound

This paper cites an unresolved cited work.

Climate Finance Bench Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:05:47.006546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78d7d153-df13-4322-a004-e374d5f08c3a · outbound

This paper cites The expert then sets the Validity status of the annotation to 34 • Validated by the expert, or • Modified by the expert (if corrections were required).

Climate Finance Bench The expert then sets the Validity status of the annotation to 34 • Validated by the expert, or • Modified by the expert (if corrections were required)

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:46.887586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de492a8e-28f2-4370-94f2-8af9e46c6a3f · outbound

This paper cites • If the report is an image (no selectable text), take a screenshot, run OCR, and check the transcription carefully.

Climate Finance Bench • If the report is an image (no selectable text), take a screenshot, run OCR, and check the transcription carefully

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:05:46.734737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers