Triple
T7506545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon province |
E177403
|
entity |
| Predicate | hasPort |
P35
|
FINISHED |
| Object |
Chumphon Pier
Chumphon Pier is a coastal transport hub in Thailand that serves as a major departure point for ferries and boats to nearby Gulf of Thailand islands such as Koh Tao.
|
E668888
|
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: Chumphon Pier | Statement: [Chumphon province, hasPort, Chumphon Pier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chumphon Pier Context triple: [Chumphon province, hasPort, Chumphon Pier]
-
A.
Bangkok Port
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
-
B.
Wat Chalong
Wat Chalong is one of Phuket’s most important and revered Buddhist temples, known for its ornate architecture and role as a major spiritual and cultural landmark on the island.
-
C.
Chumphon Pinnacle
Chumphon Pinnacle is a renowned offshore dive site near Ko Tao in the Gulf of Thailand, famous for its granite pinnacles, abundant marine life, and frequent whale shark sightings.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Rajamangala Beach
Rajamangala Beach is a coastal attraction in Thailand’s Trang province known for its tranquil shoreline and scenic views of the Andaman Sea.
- 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 Pier Triple: [Chumphon province, hasPort, Chumphon Pier]
Generated description
Chumphon Pier is a coastal transport hub in Thailand that serves as a major departure point for ferries and boats to nearby Gulf of Thailand islands such as Koh Tao.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chumphon Pier Target entity description: Chumphon Pier is a coastal transport hub in Thailand that serves as a major departure point for ferries and boats to nearby Gulf of Thailand islands such as Koh Tao.
-
A.
Bangkok Port
Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
-
B.
Wat Chalong
Wat Chalong is one of Phuket’s most important and revered Buddhist temples, known for its ornate architecture and role as a major spiritual and cultural landmark on the island.
-
C.
Chumphon Pinnacle
Chumphon Pinnacle is a renowned offshore dive site near Ko Tao in the Gulf of Thailand, famous for its granite pinnacles, abundant marine life, and frequent whale shark sightings.
-
D.
Laem Chabang
Laem Chabang is Thailand’s largest deep-sea commercial port and a major hub for maritime trade in Southeast Asia.
-
E.
Rajamangala Beach
Rajamangala Beach is a coastal attraction in Thailand’s Trang province known for its tranquil shoreline and scenic views of the Andaman Sea.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83ca243288190bb253f4d91701407 |
completed | March 28, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69c83d5884a88190a22c0fb54f9731c7 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84071abb88190a2dadd57ff088f3d |
completed | March 28, 2026, 8:56 p.m. |
Created at: March 27, 2026, 3:45 p.m.