Triple

T10752788
Position Surface form Disambiguated ID Type / Status
Subject Temasek Holdings E253612 entity
Predicate publishes P80 FINISHED
Object Temasek Review
Temasek Review is an annual publication by Singapore’s state-owned investment company Temasek Holdings that provides insights into its portfolio performance, strategy, and corporate developments.
 E882781 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 Review | Statement: [Temasek Holdings, publishes, Temasek Review]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temasek Review
Context triple: [Temasek Holdings, publishes, Temasek Review]
  • A. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • B. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • C. Housing and Development Board of Singapore
    The Housing and Development Board of Singapore is the government agency responsible for planning, developing, and managing the nation’s public housing estates.
  • D. Jurong GRC
    Jurong GRC is a Singaporean Group Representation Constituency in the western part of the country, known for its mix of residential, industrial, and commercial areas and representation by a multi-member team of Members of Parliament.
  • E. DBS
    DBS (Demand Based Switching) is an Intel power management technology that dynamically adjusts a processor’s frequency and voltage based on workload to reduce energy consumption and heat output.
  • 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 Review
Triple: [Temasek Holdings, publishes, Temasek Review]
Generated description
Temasek Review is an annual publication by Singapore’s state-owned investment company Temasek Holdings that provides insights into its portfolio performance, strategy, and corporate developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Temasek Review
Target entity description: Temasek Review is an annual publication by Singapore’s state-owned investment company Temasek Holdings that provides insights into its portfolio performance, strategy, and corporate developments.
  • A. Sri Temasek
    Sri Temasek is the official residence of the Prime Minister of Singapore, located within the grounds of the Istana.
  • B. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • C. Housing and Development Board of Singapore
    The Housing and Development Board of Singapore is the government agency responsible for planning, developing, and managing the nation’s public housing estates.
  • D. Jurong GRC
    Jurong GRC is a Singaporean Group Representation Constituency in the western part of the country, known for its mix of residential, industrial, and commercial areas and representation by a multi-member team of Members of Parliament.
  • E. DBS
    DBS (Demand Based Switching) is an Intel power management technology that dynamically adjusts a processor’s frequency and voltage based on workload to reduce energy consumption and heat output.
  • 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.