Triple
T9955234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon Archipelago |
E195429
|
entity |
| Predicate | hasNearestMainlandCity |
P64847
|
FINISHED |
| Object |
Chumphon
Chumphon is a coastal city in southern Thailand that serves as a key gateway to the Gulf of Thailand’s islands and the Chumphon Archipelago.
|
E836648
|
NE FINISHED |
How this triple was built (5 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: Chumphon | Statement: [Chumphon Archipelago, hasNearestMainlandCity, Chumphon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chumphon Context triple: [Chumphon Archipelago, hasNearestMainlandCity, Chumphon]
-
A.
Surat Thani
Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
-
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.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung province.
-
E.
Phetchaburi
Phetchaburi is a historic city in western Thailand known for its ancient temples, royal palaces, and proximity to coastal and mountainous attractions.
- 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: Chumphon Triple: [Chumphon Archipelago, hasNearestMainlandCity, Chumphon]
Generated description
Chumphon is a coastal city in southern Thailand that serves as a key gateway to the Gulf of Thailand’s islands and the Chumphon Archipelago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chumphon Target entity description: Chumphon is a coastal city in southern Thailand that serves as a key gateway to the Gulf of Thailand’s islands and the Chumphon Archipelago.
-
A.
Surat Thani
Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
-
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.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung province.
-
E.
Phetchaburi
Phetchaburi is a historic city in western Thailand known for its ancient temples, royal palaces, and proximity to coastal and mountainous attractions.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearestMainlandCity Context triple: [Chumphon Archipelago, hasNearestMainlandCity, Chumphon]
-
A.
hasCityOnShore
Indicates that a city is located on or directly adjacent to the shore of a body of water.
-
B.
hasAdjacentMainlandArea
Indicates that one geographic area directly borders or touches a contiguous mainland region.
-
C.
distanceFromMainland
Indicates the measured spatial separation between a location and the nearest point on the mainland.
-
D.
hasMainlandCoastline
Indicates that a geographic entity possesses a coastline that is directly connected to a continental mainland, rather than only to islands or inland bodies of water.
-
E.
nearestMainlandPoint
chosen
Indicates the relationship where a location is associated with the closest point on the mainland to that location.
- F. None of above.
Provenance (6 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb69631d08190ab2b1d1c22d46da7 |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d281e1eb848190b898e36ec9821228 |
completed | April 5, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_69d282fd10248190a1a0b4573b2065ae |
completed | April 5, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d283d0e1748190a0c65bbaa8e8348e |
completed | April 5, 2026, 3:46 p.m. |
| PD | Predicate disambiguation | batch_69cd1d97c44081908730071269f07712 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:46 p.m.