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Paper Citation Record · LEDGER

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.12877.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.12877 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:46:29.104530Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02ec7e82-bd9a-4c70-a20e-6302d1a35b2f · outbound

This paper cites Gpt-4 technical report, 2023.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Gpt-4 technical report, 2023

Reference 1

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no resolver link, observed 2026-08-10T16:46:29.004536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.004536Z digest=sha256:fff2f65f7508aca465171f0d8ad3870d91a228d2d7e11523631f704c1f8e4992

Observation 940c7f66-d3dd-49d0-86fc-1b5ef5ddd2b4 · outbound

This paper cites Llama: Open and efficient foundation language models, 2023.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Llama: Open and efficient foundation language models, 2023

Reference 2

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no resolver link, observed 2026-08-10T16:46:29.010152Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T16:46:29.010152Z digest=sha256:3216d62b70fc4909d3362dd8c907dee8ece1109809a80b58caadefd2259d94d1

Observation 2784b928-f5e0-4a87-9d6b-80da94886780 · outbound

This paper cites Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

Reference 3

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unresolved
no resolver link, observed 2026-08-10T16:46:29.015456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.015456Z digest=sha256:eeadcfb31ef2dfd850a68a50981aed3f3099a7f01cc5de6f89466c5c843ee502

Observation c8b561f4-248d-4489-a0b9-26fb80295435 · outbound

This paper cites Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4

Reference 4

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no resolver link, observed 2026-08-10T16:46:29.021099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.021099Z digest=sha256:484b1584a017b46d4b791f85cb6ec5479eac904adfc7d8d194c7accced470df1

Observation 85e4a8b0-88c9-438c-ac9b-3bba38168eb2 · outbound

This paper cites Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA?.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA?

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:46:29.228319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.026728Z digest=sha256:e072833c9af6af475a578a3b1aea7a811ec4929a35f3ddc11bd8c2eede44b38f

Observation 317d5e23-cd22-4ebe-a1ae-169e5f1c8444 · outbound

This paper cites Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling

Reference 6

Resolution
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no resolver link, observed 2026-08-10T16:46:29.032119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.032119Z digest=sha256:95df4637408aaf8ff214c64a8e80604f4e7c23d434c185df7991f275be762cde

Observation 4b3444ca-cb31-45d8-aacd-cec23035ad2e · outbound

This paper cites Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.410512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.037896Z digest=sha256:47a436b2255b3a55e0938f679677f37387d3848b8f162072751065db42413f87

Observation 21af3e9f-668f-4081-be87-095d04e04bc6 · outbound

This paper cites Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca

Reference 8

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unresolved
no resolver link, observed 2026-08-10T16:46:29.042386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.042386Z digest=sha256:9b151dbb8caa431bbbd58f0bed333cfb1e3265ffab3f186754e3d3c29eaecc7f

Observation 641471e7-f760-4363-a765-dacf8ddf701e · outbound

This paper cites Stanford alpaca: An instruction-following llama model, 2023.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Stanford alpaca: An instruction-following llama model, 2023

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T16:46:29.047155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.047155Z digest=sha256:e258a95d1dac45f052d45f266903f8ae34dca130225b69ad1cfb7bb3b06f26b7

Observation fcdd3c3e-ca65-45c2-b6c4-07065617b478 · outbound

This paper cites A revision of bloom’s taxonomy of educational objectives.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge A revision of bloom’s taxonomy of educational objectives

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.372367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.051786Z digest=sha256:73499c4dd832857f33d9106962046dcfd4e3e971dae0323e13aa4e497d488fce

Observation 488ad67c-3318-4d98-aca4-37760072d3be · outbound

This paper cites On pedagogy of personality assessment: Application of bloom’s taxonomy of educational objectives.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge On pedagogy of personality assessment: Application of bloom’s taxonomy of educational objectives

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.355694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.056453Z digest=sha256:0838c1bfd72dedd9931144d5490b47e321e774033f4acc0a54934cde0aa4b929

Observation ca69478b-ec5a-4526-af1a-622d46045f2f · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T16:46:29.061259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.061259Z digest=sha256:39e0e2e4b61bec66499e0e4d1b010d3492a7d5c74984691d27b57fdd98285af1

Observation 96e42668-6303-4663-809c-d8f47a96ca31 · outbound

This paper cites Qwen Technical Report.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Qwen Technical Report

Reference 13

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unresolved
no resolver link, observed 2026-08-10T16:46:29.066306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.066306Z digest=sha256:327ecbfeecb769462c5cf2de5e32adc45843ab5abf8e3a9dac71a697a008e3fa

Observation ffcdc3ea-0ec2-42bb-9e04-01dd0ae4b144 · outbound

This paper cites Training language models to follow instructions with human feedback.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Training language models to follow instructions with human feedback

Reference 14

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unresolved
no resolver link, observed 2026-08-10T16:46:29.072490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.072490Z digest=sha256:b5b05bf6f68a4ad91422cae32fe4668a80abb78e0b12f6c3c82702c4381e2a71

Observation 6df499dc-4e6a-4b3b-8e6d-e485f5426797 · outbound

This paper cites GLM-130B: An Open Bilingual Pre-trained Model.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge GLM-130B: An Open Bilingual Pre-trained Model

Reference 15

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no resolver link, observed 2026-08-10T16:46:29.077471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.077471Z digest=sha256:d8638a6a22b18acdbd05b3e0c3ce7d96b13234b69eb53fb3b0077439622b19a0

Observation 0109ad04-4b4b-44da-ab53-d09723a9d726 · outbound

This paper cites Handbook i: cognitive domain.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Handbook i: cognitive domain

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.319378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.082862Z digest=sha256:b012ea4fe5e224e0037bebc54a7788aed382aa66b4ee0afbdeb7761021665f15

Observation e8fac3df-7c1e-4e60-b917-ac04bc07fdb5 · outbound

This paper cites Towards mitigating chatgpt’s negative impact on education: Optimizing question design through bloom’s taxonomy, 2023.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Towards mitigating chatgpt’s negative impact on education: Optimizing question design through bloom’s taxonomy, 2023

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.300975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.089686Z digest=sha256:aae4d452f6cc48d74028610aa40a90ccc040d1225316d566b8930c2188f2512a

Observation be2cb023-8188-4e6e-862e-36fd9f62a6c7 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Finetuned Language Models Are Zero-Shot Learners

Reference 18

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unresolved
no resolver link, observed 2026-08-10T16:46:29.094794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.094794Z digest=sha256:ec2324fe17986772d754a691f46553ead225ce256629706e6e8816a93779a045

Observation e9c8c5cc-97b9-41d8-98c0-4aa618c28ce8 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 19

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unresolved
no resolver link, observed 2026-08-10T16:46:29.099566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:46:29.099566Z digest=sha256:e4ca919617df65dfa34ebb7e5eba83197aaf31e9a25232c521cc7e313483869c

Observation 06507e5a-69ed-42d4-8a1a-dc20025a8d2b · outbound

This paper cites C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models.

WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:46:29.274601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:46:29.104530Z digest=sha256:a8e2da8c26b4296a662cb5ac9036fa8354f7cb82cb419f1e1564807bf85d39d0

Pith citing papers

No inbound Pith citation observations are available.