Triple

T19278462
Position Surface form Disambiguated ID Type / Status
Subject The Woodlands Mall E482119 entity
Predicate developer P73 FINISHED
Object The Woodlands Corporation
The Woodlands Corporation is a real estate development company known for planning and building the master-planned community of The Woodlands in Texas, including its major commercial and retail centers.
E1367976 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: The Woodlands Corporation | Statement: [The Woodlands Mall, developer, The Woodlands Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Woodlands Corporation
Context triple: [The Woodlands Mall, developer, The Woodlands Corporation]
  • A. Forest City Enterprises
    Forest City Enterprises was a major U.S. real estate development and management company known for large-scale urban projects, including residential, commercial, and mixed-use properties.
  • B. Friendswood Development Company
    Friendswood Development Company is a major Texas-based real estate developer known for planning and building large master-planned communities in the Houston area.
  • C. The Wilder Companies
    The Wilder Companies is a real estate development and management firm known for redeveloping and operating shopping centers and mixed-use retail properties in the United States.
  • D. Trammell Crow Company
    Trammell Crow Company is a major American real estate development and investment firm known for developing large-scale commercial properties across the United States.
  • E. Highwoods Properties
    Highwoods Properties is a U.S.-based real estate investment trust (REIT) specializing in owning, developing, and managing office properties, particularly in major business districts across the Southeast and Mid-Atlantic regions.
  • 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: The Woodlands Corporation
Triple: [The Woodlands Mall, developer, The Woodlands Corporation]
Generated description
The Woodlands Corporation is a real estate development company known for planning and building the master-planned community of The Woodlands in Texas, including its major commercial and retail centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Woodlands Corporation
Target entity description: The Woodlands Corporation is a real estate development company known for planning and building the master-planned community of The Woodlands in Texas, including its major commercial and retail centers.
  • A. Forest City Enterprises
    Forest City Enterprises was a major U.S. real estate development and management company known for large-scale urban projects, including residential, commercial, and mixed-use properties.
  • B. Friendswood Development Company
    Friendswood Development Company is a major Texas-based real estate developer known for planning and building large master-planned communities in the Houston area.
  • C. The Wilder Companies
    The Wilder Companies is a real estate development and management firm known for redeveloping and operating shopping centers and mixed-use retail properties in the United States.
  • D. Trammell Crow Company
    Trammell Crow Company is a major American real estate development and investment firm known for developing large-scale commercial properties across the United States.
  • E. Highwoods Properties
    Highwoods Properties is a U.S.-based real estate investment trust (REIT) specializing in owning, developing, and managing office properties, particularly in major business districts across the Southeast and Mid-Atlantic regions.
  • 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_69d8e8ce54cc8190998418ff1f66ef28 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fbbe6e9c8190a7fa2ef3aa598e6c completed April 20, 2026, 10:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e7929a081908362870dcfaeec4c completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070ef513888190b8c9f8c2de36f234 completed May 15, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_6a070feb5d948190b8d05d13f250d2ab completed May 15, 2026, 12:22 p.m.
Created at: April 10, 2026, 1:30 p.m.