Triple

T19186822
Position Surface form Disambiguated ID Type / Status
Subject A safe operating space for humanity E469722 entity
Predicate hasAuthor P4244 FINISHED
Object Peter K. Snyder
Peter K. Snyder is a researcher known for co-authoring the influential scientific paper "A safe operating space for humanity," which helped define planetary boundaries for sustainable human development.
 E1499096 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: Peter K. Snyder | Statement: [A safe operating space for humanity, hasAuthor, Peter K. Snyder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter K. Snyder
Context triple: [A safe operating space for humanity, hasAuthor, Peter K. Snyder]
  • A. Robert B. Weide
    Robert B. Weide is an American film and television director, producer, and screenwriter best known for his work on the HBO series "Curb Your Enthusiasm" and various documentaries about comedians.
  • B. Martin A. Knapp
    Martin A. Knapp was a prominent American jurist and regulator who served as a leading figure in federal oversight of railroads and interstate commerce in the early 20th century.
  • C. Peter K. Kilpatrick
    Peter K. Kilpatrick is an American chemical engineer and academic leader who serves as the president of The Catholic University of America.
  • D. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • E. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • 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: Peter K. Snyder
Triple: [A safe operating space for humanity, hasAuthor, Peter K. Snyder]
Generated description
Peter K. Snyder is a researcher known for co-authoring the influential scientific paper "A safe operating space for humanity," which helped define planetary boundaries for sustainable human development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter K. Snyder
Target entity description: Peter K. Snyder is a researcher known for co-authoring the influential scientific paper "A safe operating space for humanity," which helped define planetary boundaries for sustainable human development.
  • A. Robert B. Weide
    Robert B. Weide is an American film and television director, producer, and screenwriter best known for his work on the HBO series "Curb Your Enthusiasm" and various documentaries about comedians.
  • B. Martin A. Knapp
    Martin A. Knapp was a prominent American jurist and regulator who served as a leading figure in federal oversight of railroads and interstate commerce in the early 20th century.
  • C. Peter K. Kilpatrick
    Peter K. Kilpatrick is an American chemical engineer and academic leader who serves as the president of The Catholic University of America.
  • D. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • E. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • 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_69d8dd0ad9088190a173b32657ae2e7a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f620f1f08190a0daaf0d1483d724 completed April 20, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2eb484e88190948c25fd209af394 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2fd17bd48190a6ba7a80b244cdd7 completed May 17, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3047eb04819082e2b9f4e62b4b0b completed May 17, 2026, 9:16 p.m.
Created at: April 10, 2026, 12:07 p.m.