Paper Citation Record · LEDGER

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2509.06770.

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

pith.paper-citation-record.v1
2509.06770 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:12:10.180089Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy11
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84fa3315-c9ba-487e-b977-ed5fd72cca04 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:09.760573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e28cd670-34ee-407f-b87b-96f48b6debd4 · outbound

This paper cites Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:09.838361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7176040b-3168-4d0a-a6a5-492b2c6cf460 · outbound

This paper cites an unresolved cited work.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:12:10.854580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 47fb3773-7eba-43f7-952b-f93ed445c55f · outbound

This paper cites IMPROVE : Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts , June 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting IMPROVE : Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts , June 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.033748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0fda34-491b-4a82-8a04-c392640fae02 · outbound

This paper cites SELF - REFINE : iterative refinement with self-feedback.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting SELF - REFINE : iterative refinement with self-feedback

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.844917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d5d8d34-c397-443c-b0e9-52ee5d794f67 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.041957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f67630b-e5df-4300-bdc5-0b5e488d942d · outbound

This paper cites Phase Transitions in the Output Distribution of Large Language Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Phase Transitions in the Output Distribution of Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.046677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a626cb-a884-4dc6-a77d-08f98cb43245 · outbound

This paper cites Chi, Quoc V.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Chi, Quoc V

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.833701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d800485-f5b0-4e89-83e8-a76bd7839437 · outbound

This paper cites Griffiths, Yuan Cao, and Karthik Narasimhan.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Griffiths, Yuan Cao, and Karthik Narasimhan

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.822792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f02bbc01-049f-4665-94cc-3519db28e878 · outbound

This paper cites On the Effectiveness of Large Language Models in Domain - Specific Code Generation.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting On the Effectiveness of Large Language Models in Domain - Specific Code Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.057152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38844571-d608-40a5-a9ea-4779396a3b8f · outbound

This paper cites Reinforce LLM Reasoning through Multi - Agent Reflection.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Reinforce LLM Reasoning through Multi - Agent Reflection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.812412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a6f0a32-5fa5-4d59-87ae-39f18c75bfde · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting LLMs Get Lost In Multi-Turn Conversation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.063982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a60e8a-7f7b-4825-a53d-f28612b810d7 · outbound

This paper cites Understanding the effects of iterative prompting on truthfulness.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Understanding the effects of iterative prompting on truthfulness

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.801661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fc29556c-2e03-48aa-83ec-9948c006590e · outbound

This paper cites Survey of Hallucination in Natural Language Generation.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Survey of Hallucination in Natural Language Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.071084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c15c654-a4f1-4d57-a6ae-204916b6e80d · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.074421Z

Source-reported events for the cited work

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Observation 473d0012-6f88-40a6-a1a2-5e565abcda23 · outbound

This paper cites LLM as a Broken Telephone : Iterative Generation Distorts Information.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting LLM as a Broken Telephone : Iterative Generation Distorts Information

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.078671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e187ef24-c63c-4f8a-b3a2-b3ea67affc83 · outbound

This paper cites Phase transition in large language models and the criticality of natural languages.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Phase transition in large language models and the criticality of natural languages

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.082014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a4aff7-3c96-4c38-bd28-b9e179a28710 · outbound

This paper cites Know When To Stop : A Study of Semantic Drift in Text Generation.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Know When To Stop : A Study of Semantic Drift in Text Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.085755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfd9f18-3805-4e8e-867d-263f705e7254 · outbound

This paper cites MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.089168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b7fe07-a1cf-4b00-bd3a-4fe86bceedc8 · outbound

This paper cites Evolving llms' self-refinement capability via iterative preference optimization, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Evolving llms' self-refinement capability via iterative preference optimization, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.092920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b31ad9-e110-429b-8a51-68979deefc9c · outbound

This paper cites Magicore: Multi-agent, iterative, coarse-to-fine refinement for reasoning, 2024.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Magicore: Multi-agent, iterative, coarse-to-fine refinement for reasoning, 2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.096615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0baca88-1e64-41db-a8f2-3c10f74db6ef · outbound

This paper cites Learning to clarify: Multi-turn conversations with action-based contrastive self-training.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Learning to clarify: Multi-turn conversations with action-based contrastive self-training

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.791571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2510fc4-f557-4fd1-bb83-3c15654d30f8 · outbound

This paper cites Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.104318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6615856-a5a6-47db-b423-605f98807021 · outbound

This paper cites Mind the confidence gap: Overconfidence, calibration, and distractor effects in large language models, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Mind the confidence gap: Overconfidence, calibration, and distractor effects in large language models, 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.108057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d63f4a44-b50d-472e-9c78-0193e0958724 · outbound

This paper cites Taming Overconfidence in LLMs: Reward Calibration in RLHF.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Taming Overconfidence in LLMs: Reward Calibration in RLHF

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.111260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8254fc-1404-4d04-a021-5a5cc30cf696 · outbound

This paper cites AI Models Collapse When Trained on Recursively Generated Data.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting AI Models Collapse When Trained on Recursively Generated Data

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.114800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc9193b-8c32-4cb1-9948-a819281eb947 · outbound

This paper cites Donoho, and Sanmi Koyejo.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Donoho, and Sanmi Koyejo

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.781654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c959595-71e3-49ce-b2d9-41a1e1e4a70e · outbound

This paper cites When models don't collapse: On the consistency of iterative mle, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting When models don't collapse: On the consistency of iterative mle, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.121136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa427fd-c4c0-4985-a4cb-b8a82989d53a · outbound

This paper cites Evaluating llm-based agents for multi-turn conversations: A survey, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Evaluating llm-based agents for multi-turn conversations: A survey, 2025

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.124314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 028f227b-c087-4fba-a8c1-42ac7e925ccf · outbound

This paper cites Self iterative label refinement via robust unlabeled learning, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Self iterative label refinement via robust unlabeled learning, 2025

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.127235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e18af8-1e2c-43f5-bc68-5ab4b398f209 · outbound

This paper cites Liveideabench: Evaluating llms' divergent thinking for scientific idea generation with minimal context, 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Liveideabench: Evaluating llms' divergent thinking for scientific idea generation with minimal context, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.130326Z

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Observation ca2aea44-5448-44db-9412-3c11550295ec · outbound

This paper cites DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.133547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98543ed1-8fd0-45c8-9acf-285ac669280c · outbound

This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.137275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3be4c59-60e2-42f6-a65a-a12856c49787 · outbound

This paper cites Primack, Summer Yue, and Chen Xing.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Primack, Summer Yue, and Chen Xing

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.140726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34f3dd6-f2db-427b-a59e-1054b1c73aee · outbound

This paper cites MT -eval: A multi-turn capabilities evaluation benchmark for large language models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting MT -eval: A multi-turn capabilities evaluation benchmark for large language models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.144568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6bd2356-98c1-4a47-8de9-e556dfd43927 · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.147935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40fe2c1f-50a3-424f-adcd-36d37bc4b112 · outbound

This paper cites System card: Claude opus 4 & claude sonnet 4.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting System card: Claude opus 4 & claude sonnet 4

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.764468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab07aa55-39fc-4cf2-8d61-4f3c913d0371 · outbound

This paper cites The Llama 3 Herd of Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting The Llama 3 Herd of Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.154855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98774fff-b49b-4e59-8dca-3e0eb12ca1a7 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting gpt-oss-120b & gpt-oss-20b Model Card

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.752983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9695e411-634f-49d1-84b4-bd5ad66bda3d · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.161715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b588383-69e8-4fe3-84bc-cd8a08762cdc · outbound

This paper cites MTEB : Massive text embedding benchmark.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting MTEB : Massive text embedding benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.165690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e6c1e4-d67e-465f-992a-bab53581d86e · outbound

This paper cites A diversity-promoting objective function for neural conversation models.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting A diversity-promoting objective function for neural conversation models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T23:12:10.169691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be69258-9ce9-42ca-b0c1-5a667eb7d491 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Xing, Hao Zhang, Joseph E

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.623593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cc0a697-e6b3-4ef5-b530-6eaed0aa0ebd · outbound

This paper cites Gemini 2.5 pro: Model card, June 2025.

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Gemini 2.5 pro: Model card, June 2025

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:12:10.526230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.