Triple

T9666542
Position Surface form Disambiguated ID Type / Status
Subject Simon E233718 entity
Predicate hasNotableBearer P458 FINISHED
Object Julian Simon
Julian Simon was an American economist known for his optimistic views on population growth and natural resources, famously arguing that human ingenuity is the "ultimate resource."
E814261 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: Julian Simon | Statement: [Simon, hasNotableBearer, Julian Simon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julian Simon
Context triple: [Simon, hasNotableBearer, Julian Simon]
  • A. Lester R. Brown
    Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
  • B. Dennis Meadows
    Dennis Meadows is an American scientist and systems analyst best known as a lead author of the influential 1972 report "The Limits to Growth," which modeled global resource use and environmental constraints.
  • C. Paul R. Ehrlich
    Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
  • D. Robert Hirsch
    Robert Hirsch was a prominent French actor known for his work in theatre, film, and television, particularly as a member of the Comédie-Française.
  • E. Jørgen Randers
    Jørgen Randers is a Norwegian academic, futurist, and co-author of "The Limits to Growth," known for his work on climate change, sustainability, and long-term global forecasting.
  • 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: Julian Simon
Triple: [Simon, hasNotableBearer, Julian Simon]
Generated description
Julian Simon was an American economist known for his optimistic views on population growth and natural resources, famously arguing that human ingenuity is the "ultimate resource."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julian Simon
Target entity description: Julian Simon was an American economist known for his optimistic views on population growth and natural resources, famously arguing that human ingenuity is the "ultimate resource."
  • A. Lester R. Brown
    Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
  • B. Dennis Meadows
    Dennis Meadows is an American scientist and systems analyst best known as a lead author of the influential 1972 report "The Limits to Growth," which modeled global resource use and environmental constraints.
  • C. Paul R. Ehrlich
    Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
  • D. Robert Hirsch
    Robert Hirsch was a prominent French actor known for his work in theatre, film, and television, particularly as a member of the Comédie-Française.
  • E. Jørgen Randers
    Jørgen Randers is a Norwegian academic, futurist, and co-author of "The Limits to Growth," known for his work on climate change, sustainability, and long-term global forecasting.
  • 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_69ca848d3b6c8190ae98ea554dea58df completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c3a63948190be3f48f87bdbccf1 completed April 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a1c8b188190bcff470244b21640 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18b0929788190955f0da0eadb3210 completed April 4, 2026, 10:04 p.m.
NED2 Entity disambiguation (via description) batch_69d18ea5ffbc8190b336c98087838d7b completed April 4, 2026, 10:20 p.m.
Created at: March 30, 2026, 8:15 p.m.