Triple

T10752779
Position Surface form Disambiguated ID Type / Status
Subject Temasek Holdings E253612 entity
Predicate hasMajorInvestmentIn P17330 FINISHED
Object Keppel Corporation
Keppel Corporation is a Singapore-based multinational conglomerate best known for its businesses in offshore and marine, infrastructure, property, and asset management.
 E882778 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: Keppel Corporation | Statement: [Temasek Holdings, hasMajorInvestmentIn, Keppel Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keppel Corporation
Context triple: [Temasek Holdings, hasMajorInvestmentIn, Keppel Corporation]
  • A. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • B. 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.
  • C. KLCC Holdings
    KLCC Holdings is a Malaysian property development and investment company best known for developing and managing the landmark Petronas Towers and the surrounding Kuala Lumpur City Centre complex.
  • D. Labuan Corporation
    Labuan Corporation is the local governing authority responsible for administering and managing public services and development on the Malaysian federal territory of Labuan.
  • E. Hutchison Ports
    Hutchison Ports is a global port operator and logistics company that manages a network of container terminals and related facilities across multiple continents.
  • 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: Keppel Corporation
Triple: [Temasek Holdings, hasMajorInvestmentIn, Keppel Corporation]
Generated description
Keppel Corporation is a Singapore-based multinational conglomerate best known for its businesses in offshore and marine, infrastructure, property, and asset management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keppel Corporation
Target entity description: Keppel Corporation is a Singapore-based multinational conglomerate best known for its businesses in offshore and marine, infrastructure, property, and asset management.
  • A. Keppel
    Keppel is an electoral district in the Queensland Legislative Assembly, covering areas around Rockhampton on the central coast of Australia.
  • B. 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.
  • C. KLCC Holdings
    KLCC Holdings is a Malaysian property development and investment company best known for developing and managing the landmark Petronas Towers and the surrounding Kuala Lumpur City Centre complex.
  • D. Labuan Corporation
    Labuan Corporation is the local governing authority responsible for administering and managing public services and development on the Malaysian federal territory of Labuan.
  • E. Hutchison Ports
    Hutchison Ports is a global port operator and logistics company that manages a network of container terminals and related facilities across multiple continents.
  • 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.