Triple

T13534174
Position Surface form Disambiguated ID Type / Status
Subject Henry Ross Perot Jr. E323216 entity
Predicate notableProject P4 FINISHED
Object AllianceTexas master-planned development
AllianceTexas master-planned development is a large-scale, mixed-use industrial and logistics hub in North Texas that has become a major center for transportation, commerce, and employment.
 E1047591 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: AllianceTexas master-planned development | Statement: [Henry Ross Perot Jr., notableProject, AllianceTexas master-planned development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AllianceTexas master-planned development
Context triple: [Henry Ross Perot Jr., notableProject, AllianceTexas master-planned development]
  • A. City of Highland Village, Texas
    The City of Highland Village, Texas, is a suburban lakeside community in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and access to Lewisville Lake.
  • B. Southwest Management District (Houston)
    The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
  • C. 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.
  • D. Lantana master-planned community
    Lantana master-planned community is a large, amenity-rich residential development in North Texas known for its coordinated homeowners’ association, recreational facilities, and suburban neighborhood design.
  • E. Cinco Ranch, Texas
    Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
  • 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: AllianceTexas master-planned development
Triple: [Henry Ross Perot Jr., notableProject, AllianceTexas master-planned development]
Generated description
AllianceTexas master-planned development is a large-scale, mixed-use industrial and logistics hub in North Texas that has become a major center for transportation, commerce, and employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AllianceTexas master-planned development
Target entity description: AllianceTexas master-planned development is a large-scale, mixed-use industrial and logistics hub in North Texas that has become a major center for transportation, commerce, and employment.
  • A. City of Highland Village, Texas
    The City of Highland Village, Texas, is a suburban lakeside community in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and access to Lewisville Lake.
  • B. Southwest Management District (Houston)
    The Southwest Management District in Houston is a special-purpose governmental district that promotes economic development, public safety, and infrastructure improvements across several southwest Houston neighborhoods.
  • C. 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.
  • D. Lantana master-planned community
    Lantana master-planned community is a large, amenity-rich residential development in North Texas known for its coordinated homeowners’ association, recreational facilities, and suburban neighborhood design.
  • E. Cinco Ranch, Texas
    Cinco Ranch, Texas is a master-planned suburban community in the Greater Houston area known for its family-oriented neighborhoods, schools, and amenities.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d980cac8190a7f7fda56abda361 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f761d2a944819088965af57d5119a7 completed May 3, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69f7624278388190a7edf96f7c298d2d completed May 3, 2026, 2:57 p.m.
Created at: April 9, 2026, 9:44 p.m.