Triple
T2449766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chulalongkorn University |
E53675
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Pathum Wan District
Pathum Wan District is a central area of Bangkok, Thailand, known for its major shopping centers, cultural landmarks, and educational institutions.
|
E268941
|
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: Pathum Wan District | Statement: [Chulalongkorn University, locatedIn, Pathum Wan District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pathum Wan District Context triple: [Chulalongkorn University, locatedIn, Pathum Wan District]
-
A.
Mae Sot District
Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
-
B.
Hat Yai
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
C.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
D.
Ayutthaya Province
Ayutthaya Province is a historic central Thai province, famed for the ruins of the former Siamese capital and its rich cultural and archaeological heritage.
-
E.
Bangkok Metropolitan Administration
The Bangkok Metropolitan Administration is the local government authority responsible for managing and providing public services for Thailand’s capital city.
- 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: Pathum Wan District Triple: [Chulalongkorn University, locatedIn, Pathum Wan District]
Generated description
Pathum Wan District is a central area of Bangkok, Thailand, known for its major shopping centers, cultural landmarks, and educational institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pathum Wan District Target entity description: Pathum Wan District is a central area of Bangkok, Thailand, known for its major shopping centers, cultural landmarks, and educational institutions.
-
A.
Mae Sot District
Mae Sot District is an administrative district in western Thailand’s Tak Province, known for its border location with Myanmar and its role as a major hub for cross-border trade and migration.
-
B.
Hat Yai
Hat Yai is a major commercial and transportation hub city in southern Thailand, known for its bustling markets and proximity to the Malaysian border.
-
C.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
-
D.
Ayutthaya Province
Ayutthaya Province is a historic central Thai province, famed for the ruins of the former Siamese capital and its rich cultural and archaeological heritage.
-
E.
Nonthaburi Province
Nonthaburi Province is a central Thai province just north of Bangkok, known for its dense urban areas, historic temples, and role as part of the greater Bangkok metropolitan region.
- 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.