Triple

T17015606
Position Surface form Disambiguated ID Type / Status
Subject Stern Review E412811 entity
Predicate hasPart P35 FINISHED
Object Part IV: Policy Responses
Part IV: Policy Responses is the section of the Stern Review that outlines recommended economic and policy measures for governments and institutions to address climate change.
E1246734 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: Part IV: Policy Responses | Statement: [Stern Review, hasPart, Part IV: Policy Responses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Part IV: Policy Responses
Context triple: [Stern Review, hasPart, Part IV: Policy Responses]
  • A. Part IV – Control mechanisms
    Part IV – Control mechanisms is the section of the European Charter for Regional or Minority Languages that establishes how states’ compliance with the Charter is monitored and evaluated through reporting and review procedures.
  • B. Part III – Control over Development
    Part III – Control over Development is a key section of the Town and Country Planning Act 1990 that sets out the legal framework for when and how planning permission is required and granted for land and building development in England and Wales.
  • C. Evidence-Based Policy: A Practical Guide to Doing It Better
    Evidence-Based Policy: A Practical Guide to Doing It Better is a book by philosopher Nancy Cartwright that critically examines standard evidence-based approaches and offers practical guidance for designing and evaluating more reliable, context-sensitive public policies.
  • D. Production Transformation Policy Reviews
    Production Transformation Policy Reviews is an OECD Development Centre initiative that assesses and guides countries’ strategies for structural change, industrial upgrading, and integration into global value chains.
  • E. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • 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: Part IV: Policy Responses
Triple: [Stern Review, hasPart, Part IV: Policy Responses]
Generated description
Part IV: Policy Responses is the section of the Stern Review that outlines recommended economic and policy measures for governments and institutions to address climate change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Part IV: Policy Responses
Target entity description: Part IV: Policy Responses is the section of the Stern Review that outlines recommended economic and policy measures for governments and institutions to address climate change.
  • A. Part IV – Control mechanisms
    Part IV – Control mechanisms is the section of the European Charter for Regional or Minority Languages that establishes how states’ compliance with the Charter is monitored and evaluated through reporting and review procedures.
  • B. Part III – Control over Development
    Part III – Control over Development is a key section of the Town and Country Planning Act 1990 that sets out the legal framework for when and how planning permission is required and granted for land and building development in England and Wales.
  • C. Evidence-Based Policy: A Practical Guide to Doing It Better
    Evidence-Based Policy: A Practical Guide to Doing It Better is a book by philosopher Nancy Cartwright that critically examines standard evidence-based approaches and offers practical guidance for designing and evaluating more reliable, context-sensitive public policies.
  • D. Production Transformation Policy Reviews
    Production Transformation Policy Reviews is an OECD Development Centre initiative that assesses and guides countries’ strategies for structural change, industrial upgrading, and integration into global value chains.
  • E. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • 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.