Triple

T10752774
Position Surface form Disambiguated ID Type / Status
Subject Temasek Holdings E253612 entity
Predicate hasMajorInvestmentIn P17330 FINISHED
Object Singapore Telecommunications Limited
Singapore Telecommunications Limited, commonly known as Singtel, is a major Singapore-based telecommunications company providing mobile, broadband, and enterprise services across Asia and beyond.
 E882775 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: Singapore Telecommunications Limited | Statement: [Temasek Holdings, hasMajorInvestmentIn, Singapore Telecommunications Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singapore Telecommunications Limited
Context triple: [Temasek Holdings, hasMajorInvestmentIn, Singapore Telecommunications Limited]
  • A. Axiata Group
    Axiata Group is a leading telecommunications conglomerate based in Malaysia with operations across multiple Asian markets.
  • B. Telkom
    Telkom is a major South African telecommunications company that provides fixed-line, mobile, and data services across the country.
  • C. Unicom Corporation
    Unicom Corporation was a major U.S. electric utility holding company based in Illinois that later became part of Exelon through a merger.
  • D. Globe Telecom
    Globe Telecom is a major Philippine telecommunications company that provides mobile, internet, and other digital communication services nationwide.
  • E. Pacific Telesis
    Pacific Telesis was a regional telecommunications company formed after the breakup of AT&T, serving as one of the Baby Bells providing local telephone and related services in the western United States.
  • 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: Singapore Telecommunications Limited
Triple: [Temasek Holdings, hasMajorInvestmentIn, Singapore Telecommunications Limited]
Generated description
Singapore Telecommunications Limited, commonly known as Singtel, is a major Singapore-based telecommunications company providing mobile, broadband, and enterprise services across Asia and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Singapore Telecommunications Limited
Target entity description: Singapore Telecommunications Limited, commonly known as Singtel, is a major Singapore-based telecommunications company providing mobile, broadband, and enterprise services across Asia and beyond.
  • A. Axiata Group
    Axiata Group is a leading telecommunications conglomerate based in Malaysia with operations across multiple Asian markets.
  • B. Telkom
    Telkom is a major South African telecommunications company that provides fixed-line, mobile, and data services across the country.
  • C. Unicom Corporation
    Unicom Corporation was a major U.S. electric utility holding company based in Illinois that later became part of Exelon through a merger.
  • D. Globe Telecom
    Globe Telecom is a major Philippine telecommunications company that provides mobile, internet, and other digital communication services nationwide.
  • E. Pacific Telesis
    Pacific Telesis was a regional telecommunications company formed after the breakup of AT&T, serving as one of the Baby Bells providing local telephone and related services in the western United States.
  • 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.