Triple

T8533134
Position Surface form Disambiguated ID Type / Status
Subject Nathaniel Gorham E202006 entity
Predicate familyName P18 FINISHED
Object Gorham
Gorham is a surname of English origin borne by various notable individuals, including American politician Nathaniel Gorham, a delegate to the Constitutional Convention.
 E740247 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: Gorham | Statement: [Nathaniel Gorham, familyName, Gorham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gorham
Context triple: [Nathaniel Gorham, familyName, Gorham]
  • A. Winslow
    Winslow is the main commercial and residential hub of Bainbridge Island, Washington, known for its downtown shops, restaurants, and ferry terminal connecting to Seattle.
  • B. Winslow
    Winslow is a small historic market town in Buckinghamshire, England, known for its traditional architecture and rural surroundings.
  • C. Winslow
    Winslow is an English-origin surname historically associated with early colonial families in New England.
  • D. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • E. Willart
    Willart is a given name or surname that functions as a variant spelling of Willard.
  • 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: Gorham
Triple: [Nathaniel Gorham, familyName, Gorham]
Generated description
Gorham is a surname of English origin borne by various notable individuals, including American politician Nathaniel Gorham, a delegate to the Constitutional Convention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gorham
Target entity description: Gorham is a surname of English origin borne by various notable individuals, including American politician Nathaniel Gorham, a delegate to the Constitutional Convention.
  • A. Winslow
    Winslow is a small historic market town in Buckinghamshire, England, known for its traditional architecture and rural surroundings.
  • B. Winslow
    Winslow is the main commercial and residential hub of Bainbridge Island, Washington, known for its downtown shops, restaurants, and ferry terminal connecting to Seattle.
  • C. Winslow
    Winslow is an English-origin surname historically associated with early colonial families in New England.
  • D. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • E. Willart
    Willart is a given name or surname that functions as a variant spelling of Willard.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe678fe448190a50c6b0d149b081f completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.