Triple

T10449802
Position Surface form Disambiguated ID Type / Status
Subject James City County E246389 entity
Predicate contains P35 FINISHED
Object Lightfoot
Lightfoot is an unincorporated community and commercial area in James City County, Virginia, known for its retail centers and proximity to Williamsburg.
 E134358 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: Lightfoot | Statement: [James City County, contains, Lightfoot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lightfoot
Context triple: [James City County, contains, Lightfoot]
  • A. Lightfoot
    Lightfoot is the surname of Lori Lightfoot, the former mayor of Chicago and the city's first Black woman and openly gay person to hold the office.
  • B. Fitzherbert
    Fitzherbert is a residential suburb located in the city of Palmerston North on New Zealand’s North Island.
  • C. Fitzherbert
    Fitzherbert is an English surname historically associated with notable figures in British politics, diplomacy, and the aristocracy.
  • D. Tibbett
    Tibbett is a surname of English origin borne by various notable individuals in fields such as music, sports, and the arts.
  • E. Bolam
    Bolam is the namesake of Bolam Glacier, likely a person or place historically associated with the glacier’s discovery or naming.
  • 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: Lightfoot
Triple: [James City County, contains, Lightfoot]
Generated description
Lightfoot is an unincorporated community and commercial area in James City County, Virginia, known for its retail centers and proximity to Williamsburg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lightfoot
Target entity description: Lightfoot is an unincorporated community and commercial area in James City County, Virginia, known for its retail centers and proximity to Williamsburg.
  • A. Lightfoot chosen
    Lightfoot is the surname of Lori Lightfoot, the former mayor of Chicago and the city's first Black woman and openly gay person to hold the office.
  • B. Fitzherbert
    Fitzherbert is a residential suburb located in the city of Palmerston North on New Zealand’s North Island.
  • C. Fitzherbert
    Fitzherbert is an English surname historically associated with notable figures in British politics, diplomacy, and the aristocracy.
  • D. Tibbett
    Tibbett is a surname of English origin borne by various notable individuals in fields such as music, sports, and the arts.
  • E. Bolam
    Bolam is the namesake of Bolam Glacier, likely a person or place historically associated with the glacier’s discovery or naming.
  • F. None of above.

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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe09af04819083db42f4de4cb0a9 completed April 7, 2026, 12:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87efedf6c8190aa4b7bbe5f160eeb completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c562c081908aae846da8efb1a5 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dce21448190b093b4f548e29f84 completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, 12:17 p.m.