Triple
T9528220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Health (Singapore) |
E229815
|
entity |
| Predicate | subordinateAgency |
P23339
|
FINISHED |
| Object |
MOH Holdings
MOH Holdings is the holding company for Singapore’s public healthcare institutions, overseeing their strategic development, financing, and infrastructure on behalf of the government.
|
E805986
|
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: MOH Holdings | Statement: [Ministry of Health (Singapore), subordinateAgency, MOH Holdings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MOH Holdings Context triple: [Ministry of Health (Singapore), subordinateAgency, MOH Holdings]
-
A.
Signa Holding
Signa Holding is an Austrian-based real estate and retail investment group known for owning and managing major department store and commercial property portfolios across Europe.
-
B.
Mello Holdings LLC
Mello Holdings LLC is a subsidiary company within loanDepot’s corporate structure, likely involved in supporting or managing aspects of the lender’s mortgage and financial services operations.
-
C.
MCH Group
MCH Group is a Swiss-based global live marketing and events company best known for organizing major international art fairs and trade shows, including the Art Basel franchise.
-
D.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
E.
Hahn Company
Hahn Company was a real estate development firm that became part of the lineage leading to the major North American property company TrizecHahn.
- 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: MOH Holdings Triple: [Ministry of Health (Singapore), subordinateAgency, MOH Holdings]
Generated description
MOH Holdings is the holding company for Singapore’s public healthcare institutions, overseeing their strategic development, financing, and infrastructure on behalf of the government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MOH Holdings Target entity description: MOH Holdings is the holding company for Singapore’s public healthcare institutions, overseeing their strategic development, financing, and infrastructure on behalf of the government.
-
A.
Signa Holding
Signa Holding is an Austrian-based real estate and retail investment group known for owning and managing major department store and commercial property portfolios across Europe.
-
B.
Mello Holdings LLC
Mello Holdings LLC is a subsidiary company within loanDepot’s corporate structure, likely involved in supporting or managing aspects of the lender’s mortgage and financial services operations.
-
C.
MCH Group
MCH Group is a Swiss-based global live marketing and events company best known for organizing major international art fairs and trade shows, including the Art Basel franchise.
-
D.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
E.
Hahn Company
Hahn Company was a real estate development firm that became part of the lineage leading to the major North American property company TrizecHahn.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b0466081908eb637e2185dea37 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c30c6008190b2eff99d74f18070 |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14ea0ae408190bcb375a2540c3221 |
completed | April 4, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14f13fcdc8190a227d756f1342f16 |
completed | April 4, 2026, 5:49 p.m. |
Created at: March 30, 2026, 8 p.m.