Triple

T3622388
Position Surface form Disambiguated ID Type / Status
Subject Bonifay, Florida E76756 entity
Predicate namedAfter P63 FINISHED
Object Bonifay family
The Bonifay family is a historically significant family after whom the city of Bonifay in Florida was named.
 E373699 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: Bonifay family | Statement: [Bonifay, Florida, namedAfter, Bonifay family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonifay family
Context triple: [Bonifay, Florida, namedAfter, Bonifay family]
  • A. Bodden family
    The Bodden family is a prominent lineage in the Cayman Islands whose historical influence and presence in the area led to Bodden Town being named in their honor.
  • B. Fairbanks family
    The Fairbanks family is a notable American acting dynasty best known for silent film star Douglas Fairbanks and his relatives who were prominent in early Hollywood.
  • C. 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.
  • D. Bell family
    The Bell family is a notable British aristocratic lineage associated with landownership, public service, and social prominence across generations.
  • E. North family
    The North family is a prominent English aristocratic lineage that produced several notable statesmen and peers, particularly influential in the 17th and 18th centuries.
  • 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: Bonifay family
Triple: [Bonifay, Florida, namedAfter, Bonifay family]
Generated description
The Bonifay family is a historically significant family after whom the city of Bonifay in Florida was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonifay family
Target entity description: The Bonifay family is a historically significant family after whom the city of Bonifay in Florida was named.
  • A. Bodden family
    The Bodden family is a prominent lineage in the Cayman Islands whose historical influence and presence in the area led to Bodden Town being named in their honor.
  • B. Fairbanks family
    The Fairbanks family is a notable American acting dynasty best known for silent film star Douglas Fairbanks and his relatives who were prominent in early Hollywood.
  • C. 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.
  • D. Bell family
    The Bell family is a notable British aristocratic lineage associated with landownership, public service, and social prominence across generations.
  • E. North family
    The North family is a prominent English aristocratic lineage that produced several notable statesmen and peers, particularly influential in the 17th and 18th centuries.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bb12cc8190bd67597cf3b66a3a completed March 8, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
Created at: March 8, 2026, 3:23 p.m.