Triple

T17015602
Position Surface form Disambiguated ID Type / Status
Subject Stern Review E412811 entity
Predicate hasPart P35 FINISHED
Object Executive Summary
The Executive Summary of the Stern Review concisely presents its key findings and policy recommendations on the economic impacts of climate change and the costs and benefits of mitigation.
E1246730 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Executive Summary | Statement: [Stern Review, hasPart, Executive Summary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Executive Summary
Context triple: [Stern Review, hasPart, Executive Summary]
  • A. Summary for Policymakers
    The Summary for Policymakers is a concise, policy-focused overview of the key scientific findings and implications presented in an IPCC Assessment Report, written to inform government and decision-makers.
  • B. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • C. ESummary
    ESummary is an NCBI E-utilities service that returns concise document summaries and key metadata for database records such as PubMed articles or nucleotide sequences.
  • D. Summary Court
    The Summary Court is a lower-level judicial body in the Cayman Islands that primarily handles minor criminal offenses, small civil claims, and preliminary hearings.
  • E. Synthesis Report
    The Synthesis Report is the concluding volume of the IPCC’s Third Assessment, integrating and summarizing key scientific findings on climate change for policymakers.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Executive Summary
Triple: [Stern Review, hasPart, Executive Summary]
Generated description
The Executive Summary of the Stern Review concisely presents its key findings and policy recommendations on the economic impacts of climate change and the costs and benefits of mitigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Executive Summary
Target entity description: The Executive Summary of the Stern Review concisely presents its key findings and policy recommendations on the economic impacts of climate change and the costs and benefits of mitigation.
  • A. Summary for Policymakers
    The Summary for Policymakers is a concise, policy-focused overview of the key scientific findings and implications presented in an IPCC Assessment Report, written to inform government and decision-makers.
  • B. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • C. ESummary
    ESummary is an NCBI E-utilities service that returns concise document summaries and key metadata for database records such as PubMed articles or nucleotide sequences.
  • D. Summary Court
    The Summary Court is a lower-level judicial body in the Cayman Islands that primarily handles minor criminal offenses, small civil claims, and preliminary hearings.
  • E. Synthesis Report
    The Synthesis Report is the concluding volume of the IPCC’s Third Assessment, integrating and summarizing key scientific findings on climate change for policymakers.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d47f198c8190b0473f638101f606 completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b4ba2a88190a49d355836ff1dcf completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011d5d720c8190ba6f7146a8a5f7f4 completed May 11, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_6a011dd998888190a60d3880fd5c20c2 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.