Triple
T2449774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chulalongkorn University |
E53675
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Civil Service School
The Civil Service School was an early Thai educational institution established to train government officials, which later evolved into Chulalongkorn University.
|
E268945
|
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: Civil Service School | Statement: [Chulalongkorn University, predecessor, Civil Service School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Civil Service School Context triple: [Chulalongkorn University, predecessor, Civil Service School]
-
A.
Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
-
B.
Faculty of Specialized Officers
The Faculty of Specialized Officers is a division of Egypt’s Police Academy dedicated to training and qualifying officers in advanced, specialized fields of police work.
-
C.
Coolidge School
Coolidge School is a public educational institution serving students in the town of Shrewsbury, Massachusetts.
-
D.
International Officer School
International Officer School is a component of the U.S. Air Force’s Air University that provides professional military education and orientation programs for international military officers.
-
E.
United States Civil Service
The United States Civil Service is the professional, merit-based workforce of the U.S. federal government responsible for implementing laws, policies, and public programs across its various departments and agencies.
- 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: Civil Service School Triple: [Chulalongkorn University, predecessor, Civil Service School]
Generated description
The Civil Service School was an early Thai educational institution established to train government officials, which later evolved into Chulalongkorn University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Civil Service School Target entity description: The Civil Service School was an early Thai educational institution established to train government officials, which later evolved into Chulalongkorn University.
-
A.
Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
-
B.
Faculty of Specialized Officers
The Faculty of Specialized Officers is a division of Egypt’s Police Academy dedicated to training and qualifying officers in advanced, specialized fields of police work.
-
C.
Coolidge School
Coolidge School is a public educational institution serving students in the town of Shrewsbury, Massachusetts.
-
D.
International Officer School
International Officer School is a component of the U.S. Air Force’s Air University that provides professional military education and orientation programs for international military officers.
-
E.
United States Civil Service
The United States Civil Service is the professional, merit-based workforce of the U.S. federal government responsible for implementing laws, policies, and public programs across its various departments and agencies.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f2b8488190b1f6a86f0a9f83aa |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c0069c8190bfb9e71aea4774d3 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef53740508190893b14bb1b411a30 |
completed | March 9, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef9594024819088e7afc0e64429ff |
completed | March 9, 2026, 4:46 p.m. |
Created at: March 6, 2026, 9:43 p.m.