Triple

T13022995
Position Surface form Disambiguated ID Type / Status
Subject Margaret Hazard E326223 entity
Predicate family P566 FINISHED
Object Hazard family
The Hazard family is an American lineage known for its historical prominence in New England society and involvement in business, politics, and social reform.
 E1014881 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: Hazard family | Statement: [Margaret Hazard, family, Hazard family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hazard family
Context triple: [Margaret Hazard, family, Hazard family]
  • A. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • B. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • C. Hill family
    The Hill family was a prominent British landed family historically associated with and influential in the Shropshire region.
  • D. Hill family
    The Hill family was a prominent American railroad magnate dynasty led by James J. Hill, influential in the development of the Great Northern Railway and upper Midwest commerce in the late 19th and early 20th centuries.
  • E. Hill family
    The Hill family is a familial lineage or household to which Chester Hill belongs.
  • 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: Hazard family
Triple: [Margaret Hazard, family, Hazard family]
Generated description
The Hazard family is an American lineage known for its historical prominence in New England society and involvement in business, politics, and social reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hazard family
Target entity description: The Hazard family is an American lineage known for its historical prominence in New England society and involvement in business, politics, and social reform.
  • A. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • B. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • C. Hill family
    The Hill family was a prominent British landed family historically associated with and influential in the Shropshire region.
  • D. Hill family
    The Hill family was a prominent American railroad magnate dynasty led by James J. Hill, influential in the development of the Great Northern Railway and upper Midwest commerce in the late 19th and early 20th centuries.
  • E. Hill family
    The Hill family is a familial lineage or household to which Chester Hill belongs.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ed05e9c8190a4f208662bca0602 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11c1f6c8190be1c570a7e44a313 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:52 p.m.