Triple

T2667076
Position Surface form Disambiguated ID Type / Status
Subject StarMetro E55660 entity
Predicate hasAlternativeName P39 FINISHED
Object Tallahassee StarMetro
Tallahassee StarMetro is the public transit system serving the city of Tallahassee, Florida, providing bus and related transportation services to residents and visitors.
E288295 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: Tallahassee StarMetro | Statement: [StarMetro, hasAlternativeName, Tallahassee StarMetro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tallahassee StarMetro
Context triple: [StarMetro, hasAlternativeName, Tallahassee StarMetro]
  • A. Jacksonville Transportation Authority
    The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida metropolitan area.
  • B. Charlotte Area Transit System
    Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
  • C. Tallahassee International Airport
    Tallahassee International Airport is the primary commercial airport serving Florida’s capital city, offering domestic flights and regional connections.
  • D. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • E. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • 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: Tallahassee StarMetro
Triple: [StarMetro, hasAlternativeName, Tallahassee StarMetro]
Generated description
Tallahassee StarMetro is the public transit system serving the city of Tallahassee, Florida, providing bus and related transportation services to residents and visitors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tallahassee StarMetro
Target entity description: Tallahassee StarMetro is the public transit system serving the city of Tallahassee, Florida, providing bus and related transportation services to residents and visitors.
  • A. Jacksonville Transportation Authority
    The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida metropolitan area.
  • B. Charlotte Area Transit System
    Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
  • C. Tallahassee International Airport
    Tallahassee International Airport is the primary commercial airport serving Florida’s capital city, offering domestic flights and regional connections.
  • D. Tallahassee metropolitan area
    The Tallahassee metropolitan area is a regional urban and economic hub in northern Florida centered on the state capital and its surrounding communities.
  • E. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • 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_69ab49e54de48190be708cd1cf8be073 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd97040e48190b0a87489f108810e completed March 7, 2026, 7:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa05b008881908049751b73e800d0 completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa21322248190bd472fc7578840fe completed March 10, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69afa286c218819084a525556cb7b3e3 completed March 10, 2026, 4:48 a.m.
Created at: March 6, 2026, 9:54 p.m.