Triple

T9707435
Position Surface form Disambiguated ID Type / Status
Subject Forbes State Forest E234935 entity
Predicate namedAfter P63 FINISHED
Object John Forbes
John Forbes was a British Army general of the French and Indian War, best known for leading the 1758 expedition that captured Fort Duquesne and opened the way for British control of the Ohio Valley.
E814858 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: John Forbes | Statement: [Forbes State Forest, namedAfter, John Forbes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Forbes
Context triple: [Forbes State Forest, namedAfter, John Forbes]
  • A. John Murray Forbes
    John Murray Forbes was a prominent 19th-century American railroad magnate, investor, and abolitionist who played a key role in the development of the U.S. railroad system and supported anti-slavery causes.
  • B. George Forbes
    George Forbes was a New Zealand politician who served as Prime Minister during the early 1930s and led the country through much of the Great Depression.
  • C. James David Forbes
    James David Forbes was a 19th-century Scottish physicist and glaciologist known for his pioneering work on heat conduction and the flow of glaciers.
  • D. Robert Bennett Forbes
    Robert Bennett Forbes was a 19th-century American sea captain, China trade merchant, and philanthropist known for his influential role in maritime commerce and humanitarian efforts.
  • E. B. C. Forbes
    B. C. Forbes was a Scottish-born American financial journalist and author best known as the founder of Forbes magazine.
  • 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: John Forbes
Triple: [Forbes State Forest, namedAfter, John Forbes]
Generated description
John Forbes was a British Army general of the French and Indian War, best known for leading the 1758 expedition that captured Fort Duquesne and opened the way for British control of the Ohio Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Forbes
Target entity description: John Forbes was a British Army general of the French and Indian War, best known for leading the 1758 expedition that captured Fort Duquesne and opened the way for British control of the Ohio Valley.
  • A. John Murray Forbes
    John Murray Forbes was a prominent 19th-century American railroad magnate, investor, and abolitionist who played a key role in the development of the U.S. railroad system and supported anti-slavery causes.
  • B. George Forbes
    George Forbes was a New Zealand politician who served as Prime Minister during the early 1930s and led the country through much of the Great Depression.
  • C. James David Forbes
    James David Forbes was a 19th-century Scottish physicist and glaciologist known for his pioneering work on heat conduction and the flow of glaciers.
  • D. Robert Bennett Forbes
    Robert Bennett Forbes was a 19th-century American sea captain, China trade merchant, and philanthropist known for his influential role in maritime commerce and humanitarian efforts.
  • E. B. C. Forbes
    B. C. Forbes was a Scottish-born American financial journalist and author best known as the founder of Forbes magazine.
  • 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_69ca84cc78808190a56f3402b7c139a7 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da4c53c81908ba4bfe4d9ca8814 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1913aa6e4819081964cf9bcf24fca completed April 4, 2026, 10:31 p.m.
NEDg Description generation batch_69d193150c00819080ed0fbb050b60bf completed April 4, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69d1941802f8819094dc1672984f6033 completed April 4, 2026, 10:43 p.m.
Created at: March 30, 2026, 8:19 p.m.