Triple
T9955204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon Archipelago |
E195429
|
entity |
| Predicate | hasIsland |
P970
|
FINISHED |
| Object |
Ko Talu (Chumphon)
Ko Talu (Chumphon) is a small island in Thailand’s Gulf coast region known for its clear waters, coral reefs, and quiet beaches within the Chumphon Archipelago.
|
E832634
|
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: Ko Talu (Chumphon) | Statement: [Chumphon Archipelago, hasIsland, Ko Talu (Chumphon)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ko Talu (Chumphon) Context triple: [Chumphon Archipelago, hasIsland, Ko Talu (Chumphon)]
-
A.
Ko Lanta Yai
Ko Lanta Yai is a popular island in Thailand’s Krabi Province known for its laid-back atmosphere, long sandy beaches, and role as the main tourist hub of the Lanta archipelago.
-
B.
Koh Larn
Koh Larn is a small tropical island off the coast of Pattaya in the Gulf of Thailand, known for its white-sand beaches, clear waters, and popular day-trip snorkeling and water activities.
-
C.
Koh Lao Lading
Koh Lao Lading is a small, scenic limestone island in southern Thailand known for its sheltered beaches, clear turquoise water, and dramatic cliffs within Than Bok Khorani National Park.
-
D.
Ko Klang
Ko Klang is one of the islands within Thailand’s Surin Islands archipelago, known for its rich marine biodiversity and unspoiled natural environment.
-
E.
Ko Lipe
Ko Lipe is a small Thai island in the Andaman Sea known for its white-sand beaches, clear turquoise waters, and vibrant coral reefs popular with divers and snorkelers.
- 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: Ko Talu (Chumphon) Triple: [Chumphon Archipelago, hasIsland, Ko Talu (Chumphon)]
Generated description
Ko Talu (Chumphon) is a small island in Thailand’s Gulf coast region known for its clear waters, coral reefs, and quiet beaches within the Chumphon Archipelago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ko Talu (Chumphon) Target entity description: Ko Talu (Chumphon) is a small island in Thailand’s Gulf coast region known for its clear waters, coral reefs, and quiet beaches within the Chumphon Archipelago.
-
A.
Ko Lanta Yai
Ko Lanta Yai is a popular island in Thailand’s Krabi Province known for its laid-back atmosphere, long sandy beaches, and role as the main tourist hub of the Lanta archipelago.
-
B.
Koh Larn
Koh Larn is a small tropical island off the coast of Pattaya in the Gulf of Thailand, known for its white-sand beaches, clear waters, and popular day-trip snorkeling and water activities.
-
C.
Koh Lao Lading
Koh Lao Lading is a small, scenic limestone island in southern Thailand known for its sheltered beaches, clear turquoise water, and dramatic cliffs within Than Bok Khorani National Park.
-
D.
Ko Klang
Ko Klang is one of the islands within Thailand’s Surin Islands archipelago, known for its rich marine biodiversity and unspoiled natural environment.
-
E.
Ko Lipe
Ko Lipe is a small Thai island in the Andaman Sea known for its white-sand beaches, clear turquoise waters, and vibrant coral reefs popular with divers and snorkelers.
- 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_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_69d23d6743c481908a2040eb9d260b4a |
completed | April 5, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69d23e6ca3908190b7ad7b932ab35ad7 |
completed | April 5, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d241020074819092bc2deea85a6ac0 |
completed | April 5, 2026, 11:01 a.m. |
Created at: March 30, 2026, 8:46 p.m.