Triple

T7696816
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Finance of Thailand E174389 entity
Predicate abbreviation P43 FINISHED
Object MOF (Thailand)
MOF (Thailand) is the government ministry responsible for managing Thailand’s public finances, economic policy, and fiscal administration.
E682215 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 (Thailand) | Statement: [Ministry of Finance of Thailand, abbreviation, MOF (Thailand)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MOF (Thailand)
Context triple: [Ministry of Finance of Thailand, abbreviation, MOF (Thailand)]
  • A. Ta Mok
    Ta Mok was a senior Khmer Rouge military commander and notorious hardliner who played a key role in the brutal regime of Democratic Kampuchea.
  • B. Thommanon
    Thommanon is a small 12th-century Hindu temple in the Angkor region of Cambodia, noted for its well-preserved sandstone carvings and classical Khmer architecture.
  • C. Prachuap Khiri Khan
    Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
  • D. Korat, Thailand
    Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
  • E. Supachai
    Supachai is a Thai economist and politician best known for serving as Director-General of the World Trade Organization and later as Secretary-General of the UN Conference on Trade and Development.
  • 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 (Thailand)
Triple: [Ministry of Finance of Thailand, abbreviation, MOF (Thailand)]
Generated description
MOF (Thailand) is the government ministry responsible for managing Thailand’s public finances, economic policy, and fiscal administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MOF (Thailand)
Target entity description: MOF (Thailand) is the government ministry responsible for managing Thailand’s public finances, economic policy, and fiscal administration.
  • A. Ta Mok
    Ta Mok was a senior Khmer Rouge military commander and notorious hardliner who played a key role in the brutal regime of Democratic Kampuchea.
  • B. Thommanon
    Thommanon is a small 12th-century Hindu temple in the Angkor region of Cambodia, noted for its well-preserved sandstone carvings and classical Khmer architecture.
  • C. Prachuap Khiri Khan
    Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
  • D. Korat, Thailand
    Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
  • E. Supachai
    Supachai is a Thai economist and politician best known for serving as Director-General of the World Trade Organization and later as Secretary-General of the UN Conference on Trade and Development.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702693ee8819080a483c347710b24 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acaee2c481909efa30125e8ca890 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8add4153081909f8d77b019a64a2f completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae60b30881908c100ae489d6577e completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:03 p.m.