Triple
T12698020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plaek Phibunsongkhram |
E303385
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Chulachomklao Royal Military Academy
Chulachomklao Royal Military Academy is Thailand’s premier military officer training institution, historically influential in shaping the country’s military and political leadership.
|
E997587
|
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: Chulachomklao Royal Military Academy | Statement: [Plaek Phibunsongkhram, education, Chulachomklao Royal Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chulachomklao Royal Military Academy Context triple: [Plaek Phibunsongkhram, education, Chulachomklao Royal Military Academy]
-
A.
Royal Thai Air Force Academy
The Royal Thai Air Force Academy is Thailand’s premier military educational institution responsible for training and educating officer cadets for service in the Royal Thai Air Force.
-
B.
Salaya Campus
Salaya Campus is the main suburban campus of Mahidol University in Nakhon Pathom, Thailand, known for its expansive green grounds and comprehensive academic and research facilities.
-
C.
Phaya Thai Campus
Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
-
D.
Indonesian Military Academy
The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
-
E.
Royal Thai Armed Forces Headquarters
The Royal Thai Armed Forces Headquarters is the central command and administrative center responsible for directing and coordinating Thailand’s military operations and defense strategy.
- 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: Chulachomklao Royal Military Academy Triple: [Plaek Phibunsongkhram, education, Chulachomklao Royal Military Academy]
Generated description
Chulachomklao Royal Military Academy is Thailand’s premier military officer training institution, historically influential in shaping the country’s military and political leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chulachomklao Royal Military Academy Target entity description: Chulachomklao Royal Military Academy is Thailand’s premier military officer training institution, historically influential in shaping the country’s military and political leadership.
-
A.
Royal Thai Air Force Academy
The Royal Thai Air Force Academy is Thailand’s premier military educational institution responsible for training and educating officer cadets for service in the Royal Thai Air Force.
-
B.
Salaya Campus
Salaya Campus is the main suburban campus of Mahidol University in Nakhon Pathom, Thailand, known for its expansive green grounds and comprehensive academic and research facilities.
-
C.
Phaya Thai Campus
Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
-
D.
Indonesian Military Academy
The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
-
E.
Royal Thai Armed Forces Headquarters
The Royal Thai Armed Forces Headquarters is the central command and administrative center responsible for directing and coordinating Thailand’s military operations and defense strategy.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ed26588190ae76ff17159e06ec |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b066348190aedfe186fc4724f9 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f672d16f8881908c6d5cfed0b3ec3a |
completed | May 2, 2026, 9:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67396fdac8190970068b2c39ad2f7 |
completed | May 2, 2026, 9:58 p.m. |
Created at: April 9, 2026, 5:22 p.m.