Triple

T431385
Position Surface form Disambiguated ID Type / Status
Subject Bingham-Waggoner Estate E9720 entity
Predicate namedAfter P63 FINISHED
Object Bingham family
The Bingham family is a prominent American family historically known for its wealth, social standing, and influence, particularly in the 19th and early 20th centuries.
 E55405 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: Bingham family | Statement: [Bingham-Waggoner Estate, namedAfter, Bingham family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bingham family
Context triple: [Bingham-Waggoner Estate, namedAfter, Bingham family]
  • A. Buckman family
    The Buckman family was a prominent colonial-era New England family associated with the historic Buckman Tavern in Lexington, Massachusetts, a key site at the start of the American Revolutionary War.
  • B. Mills family
    The Mills family was a prominent and wealthy American family of the Gilded Age, known for their influence in finance and society and for commissioning grand estates in New York’s Hudson Valley.
  • C. Bigelow family
    The Bigelow family is a prominent family whose legacy and contributions were significant enough to have the Bigelow Chapel named in their honor.
  • D. Noland family
    The Noland family is a historically significant family closely linked to the heritage and legacy represented by the Noland Home.
  • E. Nichols family
    The Nichols family is a prominent Chicago philanthropic family known for their significant contributions to the city’s cultural and educational institutions.
  • 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: Bingham family
Triple: [Bingham-Waggoner Estate, namedAfter, Bingham family]
Generated description
The Bingham family is a prominent American family historically known for its wealth, social standing, and influence, particularly in the 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bingham family
Target entity description: The Bingham family is a prominent American family historically known for its wealth, social standing, and influence, particularly in the 19th and early 20th centuries.
  • A. Buckman family
    The Buckman family was a prominent colonial-era New England family associated with the historic Buckman Tavern in Lexington, Massachusetts, a key site at the start of the American Revolutionary War.
  • B. Mills family
    The Mills family was a prominent and wealthy American family of the Gilded Age, known for their influence in finance and society and for commissioning grand estates in New York’s Hudson Valley.
  • C. Bigelow family
    The Bigelow family is a prominent family whose legacy and contributions were significant enough to have the Bigelow Chapel named in their honor.
  • D. Noland family
    The Noland family is a historically significant family closely linked to the heritage and legacy represented by the Noland Home.
  • E. Nichols family
    The Nichols family is a prominent Chicago philanthropic family known for their significant contributions to the city’s cultural and educational institutions.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eeef065c81908ed30528a61da132 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4366ad0f48190b0f6c531e232b8fe completed March 1, 2026, 12:51 p.m.
NEDg Description generation batch_69a43a3f5e488190984a93bb4d6ab978 completed March 1, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69a43b52a3c88190b59de751d203dcd6 completed March 1, 2026, 1:12 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.