Triple

T10752772
Position Surface form Disambiguated ID Type / Status
Subject Temasek Holdings E253612 entity
Predicate hasSubsidiary P254 FINISHED
Object Temasek International
Temasek International is the investment management arm of Singapore’s state-owned investment company Temasek Holdings, responsible for executing its global investment strategies.
 E882773 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: Temasek International | Statement: [Temasek Holdings, hasSubsidiary, Temasek International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temasek International
Context triple: [Temasek Holdings, hasSubsidiary, Temasek International]
  • A. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • B. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • C. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • D. Keppel
    Keppel is a British noble family name historically associated with the Earls of Albemarle and other prominent figures in the United Kingdom’s aristocracy.
  • E. Sunway Group
    Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
  • 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: Temasek International
Triple: [Temasek Holdings, hasSubsidiary, Temasek International]
Generated description
Temasek International is the investment management arm of Singapore’s state-owned investment company Temasek Holdings, responsible for executing its global investment strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Temasek International
Target entity description: Temasek International is the investment management arm of Singapore’s state-owned investment company Temasek Holdings, responsible for executing its global investment strategies.
  • A. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • B. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • C. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • D. Keppel
    Keppel is a British noble family name historically associated with the Earls of Albemarle and other prominent figures in the United Kingdom’s aristocracy.
  • E. Sunway Group
    Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
  • 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.