Triple

T1723801
Position Surface form Disambiguated ID Type / Status
Subject Irving, Texas E37451 entity
Predicate hasSubdivision P747 FINISHED
Object 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.
 E196420 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: Valley Ranch, Irving | Statement: [Irving, Texas, hasSubdivision, Valley Ranch, Irving]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valley Ranch, Irving
Context triple: [Irving, Texas, hasSubdivision, Valley Ranch, Irving]
  • A. 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.
  • B. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • C. Farmers Branch
    Farmers Branch is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and proximity to Dallas.
  • D. Flower Mound, Texas
    Flower Mound, Texas is a suburban town in North Texas known for its family-friendly neighborhoods, strong schools, and proximity to both Dallas and Fort Worth.
  • E. The Woodlands
    The Woodlands is a master-planned community and census-designated place in the Houston metropolitan area of Texas, known for its extensive green spaces, residential neighborhoods, and commercial centers.
  • 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: Valley Ranch, Irving
Triple: [Irving, Texas, hasSubdivision, Valley Ranch, Irving]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valley Ranch, Irving
Target entity description: 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.
  • A. 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.
  • B. North Richland Hills, Texas
    North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
  • C. Farmers Branch
    Farmers Branch is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and proximity to Dallas.
  • D. Flower Mound, Texas
    Flower Mound, Texas is a suburban town in North Texas known for its family-friendly neighborhoods, strong schools, and proximity to both Dallas and Fort Worth.
  • E. The Woodlands
    The Woodlands is a master-planned community and census-designated place in the Houston metropolitan area of Texas, known for its extensive green spaces, residential neighborhoods, and commercial centers.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635a5c8c8190b3fbf977a93838fd completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0d58cd08190bdda9f03ca458081 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1e13d408190b393c00c331125a2 completed March 8, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69ada292a34c8190a566c2909342ab27 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:30 p.m.