Triple

T6824203
Position Surface form Disambiguated ID Type / Status
Subject Charles Spearman E156972 entity
Predicate influenced P9 FINISHED
Object Louis Thurstone
Louis Thurstone was an American psychologist and psychometrician best known for developing the theory of primary mental abilities and pioneering modern factor analysis in intelligence research.
E623353 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: Louis Thurstone | Statement: [Charles Spearman, influenced, Louis Thurstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Thurstone
Context triple: [Charles Spearman, influenced, Louis Thurstone]
  • A. Raymond Cattell
    Raymond Cattell was a British-American psychologist best known for his influential work on personality and intelligence, including the development of the 16PF personality test and the fluid–crystallized intelligence theory.
  • B. Charles Spearman
    Charles Spearman was an English psychologist best known for pioneering factor analysis and proposing the concept of a general intelligence factor, or "g."
  • C. Eugene W. Hilgard
    Eugene W. Hilgard was a prominent 19th-century soil scientist and geologist known as a pioneer of modern soil science in the United States.
  • D. James Allport
    James Allport was a prominent 19th-century British railway engineer and administrator who played a key role in the development and expansion of the Midland Railway network.
  • E. Karl Ernst Rasch
    Karl Ernst Rasch is a key supporting character in the video game Crysis 2, portrayed as a scientist with crucial knowledge about the alien threat and the game's advanced nanosuit technology.
  • 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: Louis Thurstone
Triple: [Charles Spearman, influenced, Louis Thurstone]
Generated description
Louis Thurstone was an American psychologist and psychometrician best known for developing the theory of primary mental abilities and pioneering modern factor analysis in intelligence research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Thurstone
Target entity description: Louis Thurstone was an American psychologist and psychometrician best known for developing the theory of primary mental abilities and pioneering modern factor analysis in intelligence research.
  • A. Raymond Cattell
    Raymond Cattell was a British-American psychologist best known for his influential work on personality and intelligence, including the development of the 16PF personality test and the fluid–crystallized intelligence theory.
  • B. Charles Spearman
    Charles Spearman was an English psychologist best known for pioneering factor analysis and proposing the concept of a general intelligence factor, or "g."
  • C. Eugene W. Hilgard
    Eugene W. Hilgard was a prominent 19th-century soil scientist and geologist known as a pioneer of modern soil science in the United States.
  • D. James Allport
    James Allport was a prominent 19th-century British railway engineer and administrator who played a key role in the development and expansion of the Midland Railway network.
  • E. Karl Ernst Rasch
    Karl Ernst Rasch is a key supporting character in the video game Crysis 2, portrayed as a scientist with crucial knowledge about the alien threat and the game's advanced nanosuit technology.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fa6fc80819081f012ea2207c25a completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c7313f9df08190b0184ade01037193 completed March 28, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69c731a2d3fc81908fc90a9f9860311b completed March 28, 2026, 1:40 a.m.
Created at: March 27, 2026, 2:18 p.m.