Triple

T22355482
Position Surface form Disambiguated ID Type / Status
Subject Bart Bok E552639 entity
Predicate notableStudent P4838 FINISHED
Object Paul W. Hodge
Paul W. Hodge is an American astronomer known for his work on galaxies, star clusters, and the structure of the Milky Way.
E1562867 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: Paul W. Hodge | Statement: [Bart Bok, notableStudent, Paul W. Hodge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul W. Hodge
Context triple: [Bart Bok, notableStudent, Paul W. Hodge]
  • A. Philip G. Hodge
    Philip G. Hodge was an American engineer and applied mechanician known for his influential contributions to the theory of elasticity and plasticity.
  • B. Paul D. Harkins
    Paul D. Harkins was a U.S. Army general best known for his World War II service under General Patton and later command of U.S. forces in Vietnam in the early 1960s.
  • C. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • D. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • E. Charles B. Atwood
    Charles B. Atwood was an American architect known for his influential work on Chicago’s late-19th-century architecture, including major contributions to the World’s Columbian Exposition and landmark buildings such as the Reliance Building.
  • 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: Paul W. Hodge
Triple: [Bart Bok, notableStudent, Paul W. Hodge]
Generated description
Paul W. Hodge is an American astronomer known for his work on galaxies, star clusters, and the structure of the Milky Way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul W. Hodge
Target entity description: Paul W. Hodge is an American astronomer known for his work on galaxies, star clusters, and the structure of the Milky Way.
  • A. Philip G. Hodge
    Philip G. Hodge was an American engineer and applied mechanician known for his influential contributions to the theory of elasticity and plasticity.
  • B. Paul D. Harkins
    Paul D. Harkins was a U.S. Army general best known for his World War II service under General Patton and later command of U.S. forces in Vietnam in the early 1960s.
  • C. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • D. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • E. Charles B. Atwood
    Charles B. Atwood was an American architect known for his influential work on Chicago’s late-19th-century architecture, including major contributions to the World’s Columbian Exposition and landmark buildings such as the Reliance Building.
  • 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_69e11e4a0ad08190a385b4d343cf6524 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157cf94508190b0f2c63ddfecb813 completed April 29, 2026, 12:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc9fd93e881908c7998b5a8118fad completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcb094b60819090c7550dad826fac completed May 19, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb7ccc4881909fe70749449c0e6c completed May 19, 2026, 2:31 a.m.
Created at: April 16, 2026, 8:44 p.m.