Triple

T15663842
Position Surface form Disambiguated ID Type / Status
Subject Biloxi Bay Bridge E376634 entity
Predicate constructedBy P3143 FINISHED
Object GC Constructors joint venture
GC Constructors joint venture is a collaborative construction partnership formed to undertake large-scale infrastructure projects, including major bridge rebuilding efforts.
 E1169849 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: GC Constructors joint venture | Statement: [Biloxi Bay Bridge, constructedBy, GC Constructors joint venture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GC Constructors joint venture
Context triple: [Biloxi Bay Bridge, constructedBy, GC Constructors joint venture]
  • A. King Construction
    King Construction is a construction company established by entrepreneur Steve King.
  • B. Clark Construction Group
    Clark Construction Group is a major U.S.-based construction and civil engineering firm known for delivering large-scale commercial, institutional, and infrastructure projects.
  • C. Vinci Construction
    Vinci Construction is a major global construction and civil engineering company specializing in large-scale infrastructure and building projects.
  • D. JE Dunn Construction
    JE Dunn Construction is a major American general contracting and construction management firm known for delivering large-scale commercial and civic projects nationwide.
  • E. The Garcia Companies
    The Garcia Companies is a media and brand management firm founded and led by Dany Garcia, overseeing a diverse portfolio spanning entertainment, sports, and consumer brands.
  • 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: GC Constructors joint venture
Triple: [Biloxi Bay Bridge, constructedBy, GC Constructors joint venture]
Generated description
GC Constructors joint venture is a collaborative construction partnership formed to undertake large-scale infrastructure projects, including major bridge rebuilding efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GC Constructors joint venture
Target entity description: GC Constructors joint venture is a collaborative construction partnership formed to undertake large-scale infrastructure projects, including major bridge rebuilding efforts.
  • A. King Construction
    King Construction is a construction company established by entrepreneur Steve King.
  • B. Clark Construction Group
    Clark Construction Group is a major U.S.-based construction and civil engineering firm known for delivering large-scale commercial, institutional, and infrastructure projects.
  • C. Vinci Construction
    Vinci Construction is a major global construction and civil engineering company specializing in large-scale infrastructure and building projects.
  • D. JE Dunn Construction
    JE Dunn Construction is a major American general contracting and construction management firm known for delivering large-scale commercial and civic projects nationwide.
  • E. The Garcia Companies
    The Garcia Companies is a media and brand management firm founded and led by Dany Garcia, overseeing a diverse portfolio spanning entertainment, sports, and consumer brands.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0e2668819092e52712cddd0721 completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679ff4648190a2f05d6445fa59df completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68af38848190975e374b2c8c917b completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff69660b6c819082dbdf06db1c8fe3 completed May 9, 2026, 5:05 p.m.
Created at: April 10, 2026, 4:16 a.m.