Triple

T7995869
Position Surface form Disambiguated ID Type / Status
Subject Downtown Irving/Heritage Crossing Station E186121 entity
Predicate serves P98 FINISHED
Object Downtown Irving
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
E705326 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: Downtown Irving | Statement: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Downtown Irving
Context triple: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
  • A. Downtown Irving / Heritage Crossing Station
    Downtown Irving / Heritage Crossing Station is a major transit center in Irving, Texas, serving as a key connection point between DART’s light rail system and multiple bus routes.
  • B. Las Colinas, Irving
    Las Colinas is a master-planned, mixed-use urban center in Irving, Texas, known for its corporate offices, luxury residential developments, and the Mandalay Canal and Lake Carolyn waterfront areas.
  • C. Valley Ranch, Irving
    Valley Ranch is a master-planned residential and commercial community in Irving, Texas, known for its canals, suburban neighborhoods, and proximity to major Dallas–Fort Worth attractions.
  • D. Irving, Texas
    Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
  • E. Irving Arts Center
    Irving Arts Center is a major cultural complex in Irving, Texas, featuring theaters, galleries, and performance spaces that host a wide range of visual and performing arts events.
  • 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: Downtown Irving
Triple: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
Generated description
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Downtown Irving
Target entity description: Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
  • A. Downtown Irving / Heritage Crossing Station
    Downtown Irving / Heritage Crossing Station is a major transit center in Irving, Texas, serving as a key connection point between DART’s light rail system and multiple bus routes.
  • B. Las Colinas, Irving
    Las Colinas is a master-planned, mixed-use urban center in Irving, Texas, known for its corporate offices, luxury residential developments, and the Mandalay Canal and Lake Carolyn waterfront areas.
  • C. Valley Ranch, Irving
    Valley Ranch is a master-planned residential and commercial community in Irving, Texas, known for its canals, suburban neighborhoods, and proximity to major Dallas–Fort Worth attractions.
  • D. Irving, Texas
    Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
  • E. Irving Arts Center
    Irving Arts Center is a major cultural complex in Irving, Texas, featuring theaters, galleries, and performance spaces that host a wide range of visual and performing arts events.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c7547dc8190a60a06b3d61764b0 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe10d5eb081909f257390094de442 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cc46c221848190848c7e017e532a16 completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc480d2f40819085046a1d0c9d05e0 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:17 p.m.