Triple

T2655471
Position Surface form Disambiguated ID Type / Status
Subject Shreveport, Louisiana, United States E54597 entity
Predicate hasPublicTransit P522 FINISHED
Object SporTran
SporTran is the primary public bus transit system serving the Shreveport–Bossier City metropolitan area in Louisiana.
 E286049 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: SporTran | Statement: [Shreveport, Louisiana, United States, hasPublicTransit, SporTran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SporTran
Context triple: [Shreveport, Louisiana, United States, hasPublicTransit, SporTran]
  • A. Para Transpo
    Para Transpo is Ottawa’s specialized door-to-door public transit service providing accessible transportation for people with disabilities who cannot use conventional buses.
  • B. TRAX
    TRAX is the light rail system serving the Salt Lake City metropolitan area along Utah’s Wasatch Front.
  • C. TRAM
    TRAM is the public tramway operator that manages several modern light rail lines in the Barcelona metropolitan area.
  • D. TSPB
    TSPB is the abbreviation for the Texas State Preservation Board, the state agency responsible for preserving and maintaining key historic buildings and artifacts in Texas, including the State Capitol.
  • E. Sparty
    Sparty is the muscular, armor-clad Spartan warrior mascot who represents Michigan State University at athletic events and campus activities.
  • 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: SporTran
Triple: [Shreveport, Louisiana, United States, hasPublicTransit, SporTran]
Generated description
SporTran is the primary public bus transit system serving the Shreveport–Bossier City metropolitan area in Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SporTran
Target entity description: SporTran is the primary public bus transit system serving the Shreveport–Bossier City metropolitan area in Louisiana.
  • A. Para Transpo
    Para Transpo is Ottawa’s specialized door-to-door public transit service providing accessible transportation for people with disabilities who cannot use conventional buses.
  • B. TRAX
    TRAX is the light rail system serving the Salt Lake City metropolitan area along Utah’s Wasatch Front.
  • C. TRAM
    TRAM is the public tramway operator that manages several modern light rail lines in the Barcelona metropolitan area.
  • D. TSPB
    TSPB is the abbreviation for the Texas State Preservation Board, the state agency responsible for preserving and maintaining key historic buildings and artifacts in Texas, including the State Capitol.
  • E. Sparty
    Sparty is the muscular, armor-clad Spartan warrior mascot who represents Michigan State University at athletic events and campus activities.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd933ec008190aef1442460c4cfbc completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d325ec819097d7f80a28343687 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9942390081909fd17fa20386fed6 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99af3c8c8190b1342dd4bd5866e2 completed March 10, 2026, 4:10 a.m.
Created at: March 6, 2026, 9:53 p.m.