Triple

T2607248
Position Surface form Disambiguated ID Type / Status
Subject MWAK Company E58688 entity
Predicate hasPart P35 FINISHED
Object Walsh Construction Company
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
 E282303 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: Walsh Construction Company | Statement: [MWAK Company, hasPart, Walsh Construction Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walsh Construction Company
Context triple: [MWAK Company, hasPart, Walsh Construction Company]
  • A. W.S. Bellows Construction
    W.S. Bellows Construction is a prominent Houston-based construction firm known for managing major commercial and civic building projects.
  • B. Turner Construction Company
    Turner Construction Company is a major American construction management firm known for building large-scale commercial, sports, and institutional projects across the United States and internationally.
  • C. Hunt Construction Group
    Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
  • D. Tellepsen Builders
    Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
  • E. Kiewit Constructors
    Kiewit Constructors is a major North American construction and engineering contractor known for delivering large-scale infrastructure and transportation projects.
  • 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: Walsh Construction Company
Triple: [MWAK Company, hasPart, Walsh Construction Company]
Generated description
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walsh Construction Company
Target entity description: Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
  • A. W.S. Bellows Construction
    W.S. Bellows Construction is a prominent Houston-based construction firm known for managing major commercial and civic building projects.
  • B. Turner Construction Company
    Turner Construction Company is a major American construction management firm known for building large-scale commercial, sports, and institutional projects across the United States and internationally.
  • C. Hunt Construction Group
    Hunt Construction Group is a major U.S. construction management and general contracting firm known for building large-scale sports venues and complex commercial projects.
  • D. Tellepsen Builders
    Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
  • E. Kiewit Constructors
    Kiewit Constructors is a major North American construction and engineering contractor known for delivering large-scale infrastructure and transportation projects.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd86769b88190935151a01c1ac855 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83de926c81909e45160f9fc78799 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.