Triple
T10752782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temasek Holdings |
E253612
|
entity |
| Predicate | hasMajorInvestmentIn |
P17330
|
FINISHED |
| Object |
SATS Ltd
SATS Ltd is a Singapore-based provider of gateway services and food solutions, best known for its airport ground handling and airline catering operations across Asia.
|
E882780
|
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: SATS Ltd | Statement: [Temasek Holdings, hasMajorInvestmentIn, SATS Ltd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SATS Ltd Context triple: [Temasek Holdings, hasMajorInvestmentIn, SATS Ltd]
-
A.
Saturn Corporation
Saturn Corporation was a former General Motors automobile brand created in the 1980s to compete with Japanese imports, known for its small cars and distinctive no-haggle sales model.
-
B.
HS1 Ltd
HS1 Ltd is the private company that owns and operates the High Speed 1 rail line and associated infrastructure in the United Kingdom.
-
C.
Isoscan Limited
Isoscan Limited is a specialized company associated with GNS Science that focuses on scientific and technical services, likely in geoscience or related analytical fields.
-
D.
Sky UK Limited
Sky UK Limited is a major British telecommunications and media company best known for its satellite television, broadband, and streaming services across the UK and Europe.
-
E.
SIA Engineering Company
SIA Engineering Company is a Singapore-based aircraft maintenance, repair, and overhaul (MRO) provider that services commercial airlines 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: SATS Ltd Triple: [Temasek Holdings, hasMajorInvestmentIn, SATS Ltd]
Generated description
SATS Ltd is a Singapore-based provider of gateway services and food solutions, best known for its airport ground handling and airline catering operations across Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SATS Ltd Target entity description: SATS Ltd is a Singapore-based provider of gateway services and food solutions, best known for its airport ground handling and airline catering operations across Asia.
-
A.
Saturn Corporation
Saturn Corporation was a former General Motors automobile brand created in the 1980s to compete with Japanese imports, known for its small cars and distinctive no-haggle sales model.
-
B.
HS1 Ltd
HS1 Ltd is the private company that owns and operates the High Speed 1 rail line and associated infrastructure in the United Kingdom.
-
C.
Isoscan Limited
Isoscan Limited is a specialized company associated with GNS Science that focuses on scientific and technical services, likely in geoscience or related analytical fields.
-
D.
Sky UK Limited
Sky UK Limited is a major British telecommunications and media company best known for its satellite television, broadband, and streaming services across the UK and Europe.
-
E.
SIA Engineering Company
SIA Engineering Company is a Singapore-based aircraft maintenance, repair, and overhaul (MRO) provider that services commercial airlines 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.