Triple
T7944207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thaksin Shinawatra |
E184459
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Royal Police Cadet Academy
The Royal Police Cadet Academy is Thailand’s premier institution for training and educating future police officers and law enforcement leaders.
|
E699590
|
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: Royal Police Cadet Academy | Statement: [Thaksin Shinawatra, education, Royal Police Cadet Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Police Cadet Academy Context triple: [Thaksin Shinawatra, education, Royal Police Cadet Academy]
-
A.
Metropolitan Police Academy
The Metropolitan Police Academy is the primary training institution for new recruits and ongoing professional development within Washington, D.C.’s Metropolitan Police Department.
-
B.
National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
-
C.
Anderson’s Institution
Anderson’s Institution was a pioneering 18th–19th century educational and scientific establishment in Glasgow that evolved into what is now the University of Strathclyde.
-
D.
Royal Military Academy campus
The Royal Military Academy campus is the main educational and training site of Belgium’s Royal Military Academy, hosting its academic faculties, military facilities, and student life infrastructure.
-
E.
Junior Soldiers College
Junior Soldiers College is a training institution within the British Army’s Army Foundation College at Harrogate that prepares young recruits for military service.
- 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: Royal Police Cadet Academy Triple: [Thaksin Shinawatra, education, Royal Police Cadet Academy]
Generated description
The Royal Police Cadet Academy is Thailand’s premier institution for training and educating future police officers and law enforcement leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Police Cadet Academy Target entity description: The Royal Police Cadet Academy is Thailand’s premier institution for training and educating future police officers and law enforcement leaders.
-
A.
Metropolitan Police Academy
The Metropolitan Police Academy is the primary training institution for new recruits and ongoing professional development within Washington, D.C.’s Metropolitan Police Department.
-
B.
National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
-
C.
Anderson’s Institution
Anderson’s Institution was a pioneering 18th–19th century educational and scientific establishment in Glasgow that evolved into what is now the University of Strathclyde.
-
D.
Royal Military Academy campus
The Royal Military Academy campus is the main educational and training site of Belgium’s Royal Military Academy, hosting its academic faculties, military facilities, and student life infrastructure.
-
E.
Junior Soldiers College
Junior Soldiers College is a training institution within the British Army’s Army Foundation College at Harrogate that prepares young recruits for military service.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0e84448190a7e8e0749776a592 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c175bd88190bdc0303bc0df90d8 |
completed | March 31, 2026, 5:31 a.m. |
| NEDg | Description generation | batch_69cb7635a0e48190ae8c3f6993df3ad2 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb663d3a48190bc62f7a04bc6a1bb |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:09 p.m.