Triple
T2449777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chulalongkorn University |
E53675
|
entity |
| Predicate | mainCampus |
P115
|
FINISHED |
| Object |
Sam Yan area, Pathum Wan, Bangkok
Sam Yan area in Pathum Wan, Bangkok is a central urban neighborhood known for its mix of academic, commercial, and residential spaces closely associated with Chulalongkorn University.
|
E268946
|
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: Sam Yan area, Pathum Wan, Bangkok | Statement: [Chulalongkorn University, mainCampus, Sam Yan area, Pathum Wan, Bangkok]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Yan area, Pathum Wan, Bangkok Context triple: [Chulalongkorn University, mainCampus, Sam Yan area, Pathum Wan, Bangkok]
-
A.
Siam Square
Siam Square is a bustling commercial and entertainment district in central Bangkok known for its shopping, dining, and youth-oriented culture.
-
B.
Korat, Thailand
Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
-
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.
Khao San Road
Khao San Road is a famous backpacker hub in Bangkok known for its budget accommodations, street food, nightlife, and vibrant mix of travelers from around the world.
-
E.
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.
- 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: Sam Yan area, Pathum Wan, Bangkok Triple: [Chulalongkorn University, mainCampus, Sam Yan area, Pathum Wan, Bangkok]
Generated description
Sam Yan area in Pathum Wan, Bangkok is a central urban neighborhood known for its mix of academic, commercial, and residential spaces closely associated with Chulalongkorn University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Yan area, Pathum Wan, Bangkok Target entity description: Sam Yan area in Pathum Wan, Bangkok is a central urban neighborhood known for its mix of academic, commercial, and residential spaces closely associated with Chulalongkorn University.
-
A.
Siam Square
Siam Square is a bustling commercial and entertainment district in central Bangkok known for its shopping, dining, and youth-oriented culture.
-
B.
Korat, Thailand
Korat, Thailand—formally known as Nakhon Ratchasima—is a major city in northeastern Thailand that serves as a regional economic and transportation hub.
-
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.
Khao San Road
Khao San Road is a famous backpacker hub in Bangkok known for its budget accommodations, street food, nightlife, and vibrant mix of travelers from around the world.
-
E.
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.
- 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.