Triple
T2957611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thai government |
E79968
|
entity |
| Predicate | hasMinistry |
P2820
|
FINISHED |
| Object | Ministry of Education (Thailand) |
E138615
|
NE FINISHED |
How this triple was built (2 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: Ministry of Education (Thailand) | Statement: [Thai government, hasMinistry, Ministry of Education (Thailand)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Education (Thailand) Context triple: [Thai government, hasMinistry, Ministry of Education (Thailand)]
-
A.
Ministry of Education
chosen
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
-
B.
Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
-
C.
Ministry of Interior of Thailand
The Ministry of Interior of Thailand is a key government ministry responsible for internal administration, local governance, public security, and oversight of provincial and municipal authorities across the country.
-
D.
Council of Ministers of Thailand
The Council of Ministers of Thailand is the country’s executive cabinet, headed by the Prime Minister and responsible for directing national policy and administering the government.
-
E.
Ministry of Finance of Thailand
The Ministry of Finance of Thailand is the government agency responsible for national fiscal policy, budgeting, taxation, and overall financial and economic management of the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992b33e081909d22a19d5064c47d |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc8a10848190b8eec482252eb76b |
completed | March 11, 2026, 5:24 a.m. |
Created at: March 8, 2026, 2:57 p.m.