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.