Triple
T13475398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Finance (Malaysia) |
E318236
|
entity |
| Predicate | parentAgencyOf |
P254
|
FINISHED |
| Object |
MOF Inc. (Minister of Finance Incorporated)
MOF Inc. (Minister of Finance Incorporated) is a Malaysian government-owned investment holding company that manages and holds the federal government’s commercial assets and equity interests.
|
E1043015
|
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: MOF Inc. (Minister of Finance Incorporated) | Statement: [Ministry of Finance (Malaysia), parentAgencyOf, MOF Inc. (Minister of Finance Incorporated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MOF Inc. (Minister of Finance Incorporated) Context triple: [Ministry of Finance (Malaysia), parentAgencyOf, MOF Inc. (Minister of Finance Incorporated)]
-
A.
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.
-
B.
MCorp Bank
MCorp Bank was a major Texas-based banking institution that grew rapidly in the 1980s before collapsing during the savings and loan crisis and being largely acquired by Bank One.
-
C.
War Finance Corporation
The War Finance Corporation was a U.S. government agency created during World War I to provide financial support to war-related industries and stabilize the national economy.
-
D.
Metropolis Investment Holdings Inc.
Metropolis Investment Holdings Inc. is a real estate investment company known for owning major commercial properties, including the landmark skyscraper One Liberty Place in Philadelphia.
-
E.
Molesworth Associates
Molesworth Associates is an architectural firm known for its role in designing the Ronald Reagan Building and International Trade Center in Washington, D.C.
- 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: MOF Inc. (Minister of Finance Incorporated) Triple: [Ministry of Finance (Malaysia), parentAgencyOf, MOF Inc. (Minister of Finance Incorporated)]
Generated description
MOF Inc. (Minister of Finance Incorporated) is a Malaysian government-owned investment holding company that manages and holds the federal government’s commercial assets and equity interests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MOF Inc. (Minister of Finance Incorporated) Target entity description: MOF Inc. (Minister of Finance Incorporated) is a Malaysian government-owned investment holding company that manages and holds the federal government’s commercial assets and equity interests.
-
A.
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.
-
B.
MCorp Bank
MCorp Bank was a major Texas-based banking institution that grew rapidly in the 1980s before collapsing during the savings and loan crisis and being largely acquired by Bank One.
-
C.
War Finance Corporation
The War Finance Corporation was a U.S. government agency created during World War I to provide financial support to war-related industries and stabilize the national economy.
-
D.
Metropolis Investment Holdings Inc.
Metropolis Investment Holdings Inc. is a real estate investment company known for owning major commercial properties, including the landmark skyscraper One Liberty Place in Philadelphia.
-
E.
Molesworth Associates
Molesworth Associates is an architectural firm known for its role in designing the Ronald Reagan Building and International Trade Center in Washington, D.C.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf2551b48190a074fd256791742d |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462f94988190a857fa8cd32cdd0a |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f748dfd4f081908fd5d77fe70f9db4 |
completed | May 3, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74965c53081909c662f7f991849bf |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.