Triple
T9179390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Padang Besar |
E220281
|
entity |
| Predicate | borderTownWith |
P224
|
FINISHED |
| Object |
Padang Besar, Thailand
Padang Besar, Thailand is a small southern Thai town in Songkhla Province that serves as a key road and rail crossing point on the border with Malaysia.
|
E782250
|
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: Padang Besar, Thailand | Statement: [Padang Besar, borderTownWith, Padang Besar, Thailand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Padang Besar, Thailand Context triple: [Padang Besar, borderTownWith, Padang Besar, Thailand]
-
A.
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.
-
B.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung province.
-
C.
Sattahip
Sattahip is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
-
D.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
E.
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.
- 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: Padang Besar, Thailand Triple: [Padang Besar, borderTownWith, Padang Besar, Thailand]
Generated description
Padang Besar, Thailand is a small southern Thai town in Songkhla Province that serves as a key road and rail crossing point on the border with Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Padang Besar, Thailand Target entity description: Padang Besar, Thailand is a small southern Thai town in Songkhla Province that serves as a key road and rail crossing point on the border with Malaysia.
-
A.
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.
-
B.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung province.
-
C.
Sattahip
Sattahip is a coastal district in Chonburi Province, Thailand, known for its naval base, beaches, and proximity to major tourist destinations like Pattaya.
-
D.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
E.
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.
- 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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc25064588190856c96b229d9cd60 |
completed | April 1, 2026, 6:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054ae9a708190b26c2f2c7ebb59c9 |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d05571243c8190bd7fcc6e675b3500 |
completed | April 4, 2026, 12:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0564391cc81909c0cea2d49c38fb4 |
completed | April 4, 2026, 12:07 a.m. |
Created at: March 30, 2026, 7:23 p.m.