Triple

T9592478
Position Surface form Disambiguated ID Type / Status
Subject Farrar, Straus and Giroux E231448 entity
Predicate hasPublished P80 FINISHED
Object James Clifford
James Clifford is an influential American anthropologist and historian best known for his work on ethnography, cultural theory, and the politics of representation.
E809091 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: James Clifford | Statement: [Farrar, Straus and Giroux, hasPublished, James Clifford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Clifford
Context triple: [Farrar, Straus and Giroux, hasPublished, James Clifford]
  • A. Kirkpatrick Durham
    Kirkpatrick Durham is a village and civil parish in Dumfries and Galloway, Scotland, historically associated with the parish of Kirkpatrick.
  • B. Walter Sande
    Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
  • C. Robert Lomax
    Robert Lomax is the central protagonist of the novel and film "The World of Suzie Wong," an aspiring artist and expatriate who develops a complex romantic relationship with a Hong Kong sex worker.
  • D. Marshall Hodgson
    Marshall Hodgson was an influential American historian of Islam and world civilizations, best known for his seminal work "The Venture of Islam" and for reshaping understandings of Islamic and Persianate history.
  • E. Leland Orser
    Leland Orser is an American character actor known for his intense, often neurotic roles in films and television, including appearances in thrillers like the "Taken" series and shows such as "ER."
  • 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: James Clifford
Triple: [Farrar, Straus and Giroux, hasPublished, James Clifford]
Generated description
James Clifford is an influential American anthropologist and historian best known for his work on ethnography, cultural theory, and the politics of representation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Clifford
Target entity description: James Clifford is an influential American anthropologist and historian best known for his work on ethnography, cultural theory, and the politics of representation.
  • A. Kirkpatrick Durham
    Kirkpatrick Durham is a village and civil parish in Dumfries and Galloway, Scotland, historically associated with the parish of Kirkpatrick.
  • B. Walter Sande
    Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
  • C. Robert Lomax
    Robert Lomax is the central protagonist of the novel and film "The World of Suzie Wong," an aspiring artist and expatriate who develops a complex romantic relationship with a Hong Kong sex worker.
  • D. Marshall Hodgson
    Marshall Hodgson was an influential American historian of Islam and world civilizations, best known for his seminal work "The Venture of Islam" and for reshaping understandings of Islamic and Persianate history.
  • E. Leland Orser
    Leland Orser is an American character actor known for his intense, often neurotic roles in films and television, including appearances in thrillers like the "Taken" series and shows such as "ER."
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a11ec7081908dc580de2f369706 completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161938e108190aea76d528f9208a2 completed April 4, 2026, 7:08 p.m.
NEDg Description generation batch_69d1624400b8819085b1c1a93cddc3f6 completed April 4, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69d162b39c888190ae71b05ee2e132a8 completed April 4, 2026, 7:12 p.m.
Created at: March 30, 2026, 8:07 p.m.