Triple
T4771894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Japanese invasion of Thailand |
E105945
|
entity |
| Predicate | mainLandingSite |
P1205
|
FINISHED |
| Object |
Prachuap Khiri Khan
Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
|
E466282
|
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: Prachuap Khiri Khan | Statement: [Japanese invasion of Thailand, mainLandingSite, Prachuap Khiri Khan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prachuap Khiri Khan Context triple: [Japanese invasion of Thailand, mainLandingSite, Prachuap Khiri Khan]
-
A.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
B.
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.
-
C.
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.
-
D.
Pathum Thani Province
Pathum Thani Province is a central Thai province just north of Bangkok, known for its urban-industrial development, educational institutions, and location within the fertile Chao Phraya River basin.
-
E.
Nong Khai
Nong Khai is a riverside town in northeastern Thailand on the Mekong River, known as a key gateway to Laos and the nearby capital city of Vientiane.
- 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: Prachuap Khiri Khan Triple: [Japanese invasion of Thailand, mainLandingSite, Prachuap Khiri Khan]
Generated description
Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prachuap Khiri Khan Target entity description: Prachuap Khiri Khan is a coastal town in southern Thailand known for its strategic location on the Gulf of Thailand and its role as a World War II battleground during the Japanese invasion.
-
A.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
B.
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.
-
C.
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.
-
D.
Pathum Thani Province
Pathum Thani Province is a central Thai province just north of Bangkok, known for its urban-industrial development, educational institutions, and location within the fertile Chao Phraya River basin.
-
E.
Nong Khai
Nong Khai is a riverside town in northeastern Thailand on the Mekong River, known as a key gateway to Laos and the nearby capital city of Vientiane.
- 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_69bd43f226fc8190b867cc249c2a9042 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c3f283c8190b2d18ad5159a35ed |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a96c7288190b37f5a89a438398b |
completed | March 21, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69be3af59ef88190a5acc493978d412e |
completed | March 21, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3c8533fc8190b512d3fec34e7e28 |
completed | March 21, 2026, 6:36 a.m. |
Created at: March 20, 2026, 1:21 p.m.