Triple

T10602357
Position Surface form Disambiguated ID Type / Status
Subject Stuart K. Card E275781 entity
Predicate coAuthor P398 FINISHED
Object George G. Robertson
George G. Robertson is a computer scientist known for his work in information visualization and human-computer interaction, often in collaboration with researchers like Stuart K. Card.
E1110849 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: George G. Robertson | Statement: [Stuart K. Card, coAuthor, George G. Robertson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George G. Robertson
Context triple: [Stuart K. Card, coAuthor, George G. Robertson]
  • A. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • B. Frederick H. Harbison
    Frederick H. Harbison was an influential American labor economist and educator known for his work on human resources, industrial relations, and economic development.
  • C. John W. Robertson
    John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
  • D. Ralph E. Ogden
    Ralph E. Ogden was an American businessman and arts patron best known for establishing the Storm King Art Center, one of the world’s leading outdoor sculpture parks.
  • E. Lewis M. Rutherfurd
    Lewis M. Rutherfurd was a 19th-century American lawyer-turned-astronomer and pioneering astrophotographer known for his influential work in celestial photography and astronomical instrumentation.
  • 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: George G. Robertson
Triple: [Stuart K. Card, coAuthor, George G. Robertson]
Generated description
George G. Robertson is a computer scientist known for his work in information visualization and human-computer interaction, often in collaboration with researchers like Stuart K. Card.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George G. Robertson
Target entity description: George G. Robertson is a computer scientist known for his work in information visualization and human-computer interaction, often in collaboration with researchers like Stuart K. Card.
  • A. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • B. Frederick H. Harbison
    Frederick H. Harbison was an influential American labor economist and educator known for his work on human resources, industrial relations, and economic development.
  • C. John W. Robertson
    John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
  • D. Ralph E. Ogden
    Ralph E. Ogden was an American businessman and arts patron best known for establishing the Storm King Art Center, one of the world’s leading outdoor sculpture parks.
  • E. Lewis M. Rutherfurd
    Lewis M. Rutherfurd was a 19th-century American lawyer-turned-astronomer and pioneering astrophotographer known for his influential work in celestial photography and astronomical instrumentation.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded61d5c8190b13890c964b59949 completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda8fd6f5081908de9a9e3df28a8ea completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdb187bf1c819098675af82ee70b5b completed May 8, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69fdb27fd90881909a938ecd227873b4 completed May 8, 2026, 9:53 a.m.
Created at: April 8, 2026, 7:31 p.m.