Triple

T16431715
Position Surface form Disambiguated ID Type / Status
Subject Gavin A. Schmidt E399083 entity
Predicate knownFor P22 FINISHED
Object RealClimate blog
RealClimate blog is a climate science website run by climate scientists that provides expert analysis and commentary on climate change research and related media coverage.
 E1212869 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: RealClimate blog | Statement: [Gavin A. Schmidt, knownFor, RealClimate blog]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RealClimate blog
Context triple: [Gavin A. Schmidt, knownFor, RealClimate blog]
  • A. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • B. Berkeley Earth Surface Temperature project
    The Berkeley Earth Surface Temperature project is a scientific initiative that independently analyzes and reconstructs global land and ocean temperature records to better understand climate change.
  • C. Working Group III contribution to the IPCC Fifth Assessment Report
    The Working Group III contribution to the IPCC Fifth Assessment Report is the section that assesses global options and strategies for mitigating climate change, including policies, technologies, and economic implications.
  • D. Working Group II contribution to the IPCC Fifth Assessment Report
    The Working Group II contribution to the IPCC Fifth Assessment Report is a major scientific assessment focusing on the impacts of climate change, vulnerabilities of human and natural systems, and options for adaptation.
  • E. An Appeal to Reason: A Cool Look at Global Warming
    "An Appeal to Reason: A Cool Look at Global Warming" is a book by Nigel Lawson that presents a skeptical, economically focused critique of mainstream climate change policies and alarmism.
  • 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: RealClimate blog
Triple: [Gavin A. Schmidt, knownFor, RealClimate blog]
Generated description
RealClimate blog is a climate science website run by climate scientists that provides expert analysis and commentary on climate change research and related media coverage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RealClimate blog
Target entity description: RealClimate blog is a climate science website run by climate scientists that provides expert analysis and commentary on climate change research and related media coverage.
  • A. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • B. Berkeley Earth Surface Temperature project
    The Berkeley Earth Surface Temperature project is a scientific initiative that independently analyzes and reconstructs global land and ocean temperature records to better understand climate change.
  • C. Working Group III contribution to the IPCC Fifth Assessment Report
    The Working Group III contribution to the IPCC Fifth Assessment Report is the section that assesses global options and strategies for mitigating climate change, including policies, technologies, and economic implications.
  • D. Working Group II contribution to the IPCC Fifth Assessment Report
    The Working Group II contribution to the IPCC Fifth Assessment Report is a major scientific assessment focusing on the impacts of climate change, vulnerabilities of human and natural systems, and options for adaptation.
  • E. An Appeal to Reason: A Cool Look at Global Warming
    "An Appeal to Reason: A Cool Look at Global Warming" is a book by Nigel Lawson that presents a skeptical, economically focused critique of mainstream climate change policies and alarmism.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32b9dffe48190a23852f828af55d8 completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004584fa508190a85b1f79ecf9c258 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00461390608190848c3b896042f1fd completed May 10, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_6a0046a88e048190baa78506808171b8 completed May 10, 2026, 8:49 a.m.
Created at: April 10, 2026, 5:10 a.m.