Triple

T11866810
Position Surface form Disambiguated ID Type / Status
Subject Atkinson-Kier Company E282304 entity
Predicate hasBusinessRelationshipWith P91124 FINISHED
Object MWAK Company E58688 NE FINISHED

How this triple was built (3 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: MWAK Company | Statement: [Atkinson-Kier Company, hasBusinessRelationshipWith, MWAK Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MWAK Company
Context triple: [Atkinson-Kier Company, hasBusinessRelationshipWith, MWAK Company]
  • A. MWAK Company chosen
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • B. Martin Company
    Martin Company was a major American aerospace and defense contractor known for developing missiles, spacecraft, and military systems before merging into Lockheed Martin.
  • C. Tawani Enterprises
    Tawani Enterprises is a private investment and management company associated with the Pritzker family, focusing on real estate, hospitality, and philanthropic initiatives.
  • D. John Company
    John Company is a historical nickname for the British East India Company, the powerful trading corporation that played a central role in establishing British rule in India.
  • E. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasBusinessRelationshipWith
Context triple: [Atkinson-Kier Company, hasBusinessRelationshipWith, MWAK Company]
  • A. inRelationshipWith
    Indicates that two entities are mutually involved in a defined personal, romantic, or partnership relationship with each other.
  • B. hasNeighborRelationshipWith
    Indicates that one entity is located adjacent to or directly next to another entity, sharing a neighbor relationship.
  • C. financialRelationshipWith
    Indicates a financial connection or association between entities, such as ownership, investment, funding, or other monetary ties.
  • D. hasBusinessAssociate chosen
    Indicates that one entity is professionally connected to another as a business associate, typically through an ongoing or formal business relationship.
  • E. hasBusiness
    Indicates that one entity owns, operates, or is formally associated with a business entity.
  • F. None of above.

Provenance (4 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73a233081909449ab294d01a512 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43fc3f6688190aec5c0b481cfc77f completed May 1, 2026, 5:53 a.m.
PD Predicate disambiguation batch_69d8a2589f0c8190ad82ff11acabae93 completed April 10, 2026, 7:10 a.m.
Created at: April 8, 2026, 9:43 p.m.