Triple
T4636919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battambang |
E101553
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Battambang municipal authorities
Battambang municipal authorities are the local government body responsible for administering and managing public services, urban planning, and civic affairs in the city of Battambang, Cambodia.
|
E101553
|
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: Battambang municipal authorities | Statement: [Battambang, governingBody, Battambang municipal authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battambang municipal authorities Context triple: [Battambang, governingBody, Battambang municipal authorities]
-
A.
Battambang
Battambang is a major city in northwestern Cambodia known for its well-preserved French colonial architecture, nearby ancient temples, and role as a cultural and agricultural hub.
-
B.
Bangkok Metropolitan Council
The Bangkok Metropolitan Council is the legislative body responsible for overseeing and setting policies for the administration of Bangkok’s metropolitan government.
-
C.
Bangkok Metropolitan Administration
The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
-
D.
Luang Prabang
Luang Prabang is a historic city in northern Laos renowned for its well-preserved Buddhist temples, traditional architecture, and UNESCO World Heritage status.
-
E.
Ipoh City Council
Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
- 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: Battambang municipal authorities Triple: [Battambang, governingBody, Battambang municipal authorities]
Generated description
Battambang municipal authorities are the local government body responsible for administering and managing public services, urban planning, and civic affairs in the city of Battambang, Cambodia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battambang municipal authorities Target entity description: Battambang municipal authorities are the local government body responsible for administering and managing public services, urban planning, and civic affairs in the city of Battambang, Cambodia.
-
A.
Battambang
chosen
Battambang is a major city in northwestern Cambodia known for its well-preserved French colonial architecture, nearby ancient temples, and role as a cultural and agricultural hub.
-
B.
Bangkok Metropolitan Council
The Bangkok Metropolitan Council is the legislative body responsible for overseeing and setting policies for the administration of Bangkok’s metropolitan government.
-
C.
Bangkok Metropolitan Administration
The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
-
D.
Luang Prabang
Luang Prabang is a historic city in northern Laos renowned for its well-preserved Buddhist temples, traditional architecture, and UNESCO World Heritage status.
-
E.
Ipoh City Council
Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
- F. None of above.
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_69bd43d2f1c081908cd4b7ec48ecc73d |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a62a9e48190b0cf1cbcc51f00c0 |
completed | March 20, 2026, 2:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfacba5fc8190bc86157ee5719ced |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfed8a8b48190bcb98e2ff1886b65 |
completed | March 21, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdff9ff3748190af5e5a6d91976abc |
completed | March 21, 2026, 2:17 a.m. |
Created at: March 20, 2026, 1:13 p.m.