Paper Citation Record · LEDGER

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation

As of 15 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2501.13978.

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

pith.paper-citation-record.v1
2501.13978 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:19:51.036478Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy3
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 29587af3-7769-439c-aaac-725c3397953f · outbound

This paper cites GPT-4 Technical Report.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.904474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4582e718-40eb-4d6f-88b3-bdb9db894a2d · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.933895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab46ff04-b234-45e9-a222-577770de1887 · outbound

This paper cites CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.951295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcde9d4b-9823-40aa-a9c3-90a1d11338a6 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Qwen2.5-Coder Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.956852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341f801c-f3dc-4626-8276-9008bbb513c7 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.962822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9564492c-1709-4074-894d-e5e1ff5ded89 · outbound

This paper cites Mistral 7B.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Mistral 7B

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.968426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b610b4-88ac-4cda-91da-adff2d2ccae4 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Large Language Models are Zero-Shot Reasoners

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.973831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18eb2152-2d5b-4bcf-adfe-2a50bb6b8ae2 · outbound

This paper cites 20 Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang, and Lingming Zhang.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation 20 Jiawei Liu, Chunqiu Steven Xia, Yuyao Wang, and Lingming Zhang

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.979155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5861de-bb46-4f3a-9964-8f32edd95f0e · outbound

This paper cites Test-driven development and llm-based code generation.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Test-driven development and llm-based code generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:19:51.686312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b88b87f-5aef-4be5-8535-6c1f91f18224 · outbound

This paper cites org/10.1145/3691620.3695527, doi:10.1145/3691620.3695527.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation org/10.1145/3691620.3695527, doi:10.1145/3691620.3695527

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.989175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13d188ae-91ef-4fd5-bb62-7dffa675daed · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Gemini: A Family of Highly Capable Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.994516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e89cb98-8f41-4d03-9245-6ac54355066f · outbound

This paper cites Fixing Large Language Models' Specification Misunderstanding for Better Code Generation.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.999602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265498c4-3445-4dae-ac0c-21401cd2efde · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation LLaMA: Open and Efficient Foundation Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.004457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e925afe-0916-47e3-82ce-a5e298284e02 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.009761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc57bf13-cb22-4e3c-845f-bd2e3bb29526 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.015402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fda50611-15d3-493d-893f-510db6b291fe · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Automatic Chain of Thought Prompting in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.020179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 160ac0dd-6c18-454d-9c0a-019919b5f55f · outbound

This paper cites CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.025642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aeceb81-d9e2-4294-8f80-37be47a2b155 · outbound

This paper cites Both objective generation and code generation were carried out using greedy sampling with a temperature of 0 and a top-p of 1, following prior work [10, 5].

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Both objective generation and code generation were carried out using greedy sampling with a temperature of 0 and a top-p of 1, following prior work [10, 5]

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:19:51.669124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fdbf890f-606d-4f3b-ab50-41afc8b606fd · outbound

This paper cites "" F ew-shot Examples ### Input def m i n S u b A r r a y S u m ( nums ) :.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation "" F ew-shot Examples ### Input def m i n S u b A r r a y S u m ( nums ) :

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:19:51.651501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73316285-6a46-4ff5-b148-ad07357e39fe · outbound

This paper cites CodeT: Code Generation with Generated Tests.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation CodeT: Code Generation with Generated Tests

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.928453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d14809-7015-4b8e-9a23-db8c8442c11b · outbound

This paper cites Language Models are Few-Shot Learners.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Language Models are Few-Shot Learners

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.922540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de5e09fc-30c6-441d-9983-207c730bf6d3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.945909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a94afcf4-8a6b-4ac3-b472-428846f1fac5 · outbound

This paper cites PromptWizard: Task-Aware Prompt Optimization Framework.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation PromptWizard: Task-Aware Prompt Optimization Framework

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.910770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc458a91-1905-4a2b-8ec0-6fd508eb51d2 · outbound

This paper cites Program Synthesis with Large Language Models.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation Program Synthesis with Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.916663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f13cc9ca-b6af-400b-b7cb-b2da87fdcb88 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation A Survey on LLM-as-a-Judge

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:50.939804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.