Triple

T2371439
Position Surface form Disambiguated ID Type / Status
Subject Turner Construction Company E46098 entity
Predicate parentOrganization P254 FINISHED
Object ACS Group
ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
 E263662 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: ACS Group | Statement: [Turner Construction Company, parentOrganization, ACS Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ACS Group
Context triple: [Turner Construction Company, parentOrganization, ACS Group]
  • A. ACP Group
    The ACP Group is an intergovernmental organization of African, Caribbean, and Pacific states that primarily collaborates with the European Union on development cooperation and trade.
  • B. ANA Group
    ANA Group is a major Japanese aviation conglomerate centered around All Nippon Airways, operating passenger and cargo airlines as well as related aviation services.
  • C. Arena Group
    Arena Group is a digital media company that owns and operates a portfolio of sports, lifestyle, and financial publications, including Sports Illustrated.
  • D. CIM Group
    CIM Group is a U.S.-based real estate and infrastructure investment firm known for acquiring, developing, and managing high-profile urban properties and projects.
  • E. Marshall Group
    Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
  • 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: ACS Group
Triple: [Turner Construction Company, parentOrganization, ACS Group]
Generated description
ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ACS Group
Target entity description: ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
  • A. ACP Group
    The ACP Group is an intergovernmental organization of African, Caribbean, and Pacific states that primarily collaborates with the European Union on development cooperation and trade.
  • B. ANA Group
    ANA Group is a major Japanese aviation conglomerate centered around All Nippon Airways, operating passenger and cargo airlines as well as related aviation services.
  • C. Arena Group
    Arena Group is a digital media company that owns and operates a portfolio of sports, lifestyle, and financial publications, including Sports Illustrated.
  • D. CIM Group
    CIM Group is a U.S.-based real estate and infrastructure investment firm known for acquiring, developing, and managing high-profile urban properties and projects.
  • E. Marshall Group
    Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc771302481908540e31abb5aeeba completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3c81430819081654a90df17c5c0 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4a5011c8190bda6c487dab73131 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb59d0e5c819080bf5b34946b68ac completed March 9, 2026, 11:57 a.m.
Created at: March 4, 2026, 7:56 p.m.