Triple
T9942085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chonburi Province |
E194107
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Nong Yai
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
|
E833431
|
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: Nong Yai | Statement: [Chonburi Province, containsCity, Nong Yai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nong Yai Context triple: [Chonburi Province, containsCity, Nong Yai]
-
A.
Lanna
Lanna was a former kingdom and cultural region in what is now northern Thailand, known for its distinct language, art, and Buddhist traditions.
-
B.
Khura Buri
Khura Buri is a coastal town in southern Thailand known as a gateway to nearby islands and marine national parks in the Andaman Sea.
-
C.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
D.
Thong Nai Pan Yai
Thong Nai Pan Yai is a scenic, relatively tranquil beach on the northeastern coast of Ko Pha Ngan in Thailand, known for its long sandy bay and relaxed atmosphere.
-
E.
Thong Nai Pan Noi
Thong Nai Pan Noi is a scenic, laid-back beach on the northeastern coast of Thailand’s Ko Pha Ngan, known for its crescent-shaped bay, soft sand, and relaxed resort atmosphere.
- 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: Nong Yai Triple: [Chonburi Province, containsCity, Nong Yai]
Generated description
Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nong Yai Target entity description: Nong Yai is a district-level locality in Thailand known for its rural communities and agricultural landscape within Chonburi Province.
-
A.
Lanna
Lanna was a former kingdom and cultural region in what is now northern Thailand, known for its distinct language, art, and Buddhist traditions.
-
B.
Khura Buri
Khura Buri is a coastal town in southern Thailand known as a gateway to nearby islands and marine national parks in the Andaman Sea.
-
C.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
D.
Thong Nai Pan Yai
Thong Nai Pan Yai is a scenic, relatively tranquil beach on the northeastern coast of Ko Pha Ngan in Thailand, known for its long sandy bay and relaxed atmosphere.
-
E.
Thong Nai Pan Noi
Thong Nai Pan Noi is a scenic, laid-back beach on the northeastern coast of Thailand’s Ko Pha Ngan, known for its crescent-shaped bay, soft sand, and relaxed resort atmosphere.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb610905c81909d669265c92021a5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257986a648190b72697e4644c9c1c |
completed | April 5, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69d258b6d9c0819096dbd3e85dc6adfc |
completed | April 5, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25977ab988190969ed8ff8eb53ddd |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:44 p.m.