Triple

T18562199
Position Surface form Disambiguated ID Type / Status
Subject James Gardner March E453671 entity
Predicate coAuthor P398 FINISHED
Object J. G. March
J. G. March was a prominent organizational theorist and political scientist known for his influential work on decision-making, organizations, and bounded rationality.
E1330959 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: J. G. March | Statement: [James Gardner March, coAuthor, J. G. March]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J. G. March
Context triple: [James Gardner March, coAuthor, J. G. March]
  • A. L. B. Jefferies
    L. B. Jefferies is the wheelchair-bound photojournalist protagonist of Alfred Hitchcock’s film "Rear Window," known for obsessively observing his neighbors and suspecting one of murder.
  • B. J. A. Preston
    J. A. Preston is an American actor best known for his supporting roles in film and television, including appearances in "A Few Good Men" and the series "Hill Street Blues."
  • C. J. M. Macdonnell
    J. M. Macdonnell was a Canadian academic and administrator who served as a chancellor at Carleton University.
  • D. George C. Moberly
    George C. Moberly was a notable figure after whom the city of Moberly, Missouri, was named, reflecting his significance in the region’s early history or development.
  • E. J. E. Calder
    J. E. Calder was a 19th-century Tasmanian surveyor and writer known for documenting and collecting information on Tasmanian Aboriginal languages and culture.
  • 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: J. G. March
Triple: [James Gardner March, coAuthor, J. G. March]
Generated description
J. G. March was a prominent organizational theorist and political scientist known for his influential work on decision-making, organizations, and bounded rationality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J. G. March
Target entity description: J. G. March was a prominent organizational theorist and political scientist known for his influential work on decision-making, organizations, and bounded rationality.
  • A. L. B. Jefferies
    L. B. Jefferies is the wheelchair-bound photojournalist protagonist of Alfred Hitchcock’s film "Rear Window," known for obsessively observing his neighbors and suspecting one of murder.
  • B. J. A. Preston
    J. A. Preston is an American actor best known for his supporting roles in film and television, including appearances in "A Few Good Men" and the series "Hill Street Blues."
  • C. J. M. Macdonnell
    J. M. Macdonnell was a Canadian academic and administrator who served as a chancellor at Carleton University.
  • D. George C. Moberly
    George C. Moberly was a notable figure after whom the city of Moberly, Missouri, was named, reflecting his significance in the region’s early history or development.
  • E. J. E. Calder
    J. E. Calder was a 19th-century Tasmanian surveyor and writer known for documenting and collecting information on Tasmanian Aboriginal languages and culture.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53afb4f088190adf0b2b64057a210 completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ae7faa48190954e42f20eeebbf0 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c461c288190955ac8cdaefc055d completed May 13, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_6a049cbbc0288190be82f11e660b7dff completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:42 a.m.