Triple

T10752778
Position Surface form Disambiguated ID Type / Status
Subject Temasek Holdings E253612 entity
Predicate hasMajorInvestmentIn P17330 FINISHED
Object ST Engineering
ST Engineering is a Singapore-based global technology, defense, and engineering group providing solutions in aerospace, electronics, land systems, and marine sectors.
 E882777 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: ST Engineering | Statement: [Temasek Holdings, hasMajorInvestmentIn, ST Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ST Engineering
Context triple: [Temasek Holdings, hasMajorInvestmentIn, ST Engineering]
  • A. AMR Corporation
    AMR Corporation was a major American airline holding company best known as the former parent of American Airlines and its regional affiliates.
  • B. Elecsys Corporation
    Elecsys Corporation is an industrial technology company specializing in rugged electronic and wireless communication solutions, operating as a subsidiary of Lindsay Corporation.
  • C. National Transcommunications Limited
    National Transcommunications Limited was a major UK-based broadcast transmission and telecommunications infrastructure company that operated television and radio transmission networks.
  • D. Accell Group
    Accell Group is a Dutch multinational company that designs, manufactures, and markets bicycles and related products through a portfolio of well-known cycling brands.
  • E. NEC Corporation
    NEC Corporation is a Japanese multinational information technology and electronics company known for providing IT services, network solutions, and telecommunications equipment worldwide.
  • 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: ST Engineering
Triple: [Temasek Holdings, hasMajorInvestmentIn, ST Engineering]
Generated description
ST Engineering is a Singapore-based global technology, defense, and engineering group providing solutions in aerospace, electronics, land systems, and marine sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ST Engineering
Target entity description: ST Engineering is a Singapore-based global technology, defense, and engineering group providing solutions in aerospace, electronics, land systems, and marine sectors.
  • A. AMR Corporation
    AMR Corporation was a major American airline holding company best known as the former parent of American Airlines and its regional affiliates.
  • B. Elecsys Corporation
    Elecsys Corporation is an industrial technology company specializing in rugged electronic and wireless communication solutions, operating as a subsidiary of Lindsay Corporation.
  • C. National Transcommunications Limited
    National Transcommunications Limited was a major UK-based broadcast transmission and telecommunications infrastructure company that operated television and radio transmission networks.
  • D. Accell Group
    Accell Group is a Dutch multinational company that designs, manufactures, and markets bicycles and related products through a portfolio of well-known cycling brands.
  • E. NEC Corporation
    NEC Corporation is a Japanese multinational information technology and electronics company known for providing IT services, network solutions, and telecommunications equipment worldwide.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d71dc184d0819085f8bc4edb034377 completed April 9, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbdb897f7c81909002f2478613eff8 completed April 12, 2026, 5:51 p.m.
NEDg Description generation batch_69dd4367104c8190b83a7877be011b11 completed April 13, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69de01eae1bc819092dcd48328eea943 completed April 14, 2026, 8:59 a.m.
Created at: April 8, 2026, 9:15 p.m.