Triple
T1598088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Krabi |
E34328
|
entity |
| Predicate | nearbyProvince |
P17964
|
FINISHED |
| Object |
Phang Nga
Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
|
E187336
|
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: Phang Nga | Statement: [Krabi, nearbyProvince, Phang Nga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Context triple: [Krabi, nearbyProvince, Phang Nga]
-
A.
Phang Nga Bay
Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
-
B.
Khao Sok National Park
Khao Sok National Park is a renowned protected area in southern Thailand known for its ancient rainforest, towering limestone karsts, and the scenic Cheow Lan Lake.
-
C.
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.
-
D.
Hat Noppharat Thara–Mu Ko Phi Phi National Park
Hat Noppharat Thara–Mu Ko Phi Phi National Park is a coastal marine national park in southern Thailand renowned for its limestone cliffs, clear turquoise waters, coral reefs, and the famous Phi Phi Islands.
-
E.
Ko Pha Ngan
Ko Pha Ngan is a popular Thai island in the Gulf of Thailand, best known for its beaches, tropical scenery, and monthly Full Moon Party.
- 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: Phang Nga Triple: [Krabi, nearbyProvince, Phang Nga]
Generated description
Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Target entity description: Phang Nga is a coastal province in southern Thailand known for its dramatic limestone karst islands, marine national parks, and popular tourist destinations such as Phang Nga Bay and the Similan Islands.
-
A.
Phang Nga Bay
Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
-
B.
Khao Sok National Park
Khao Sok National Park is a renowned protected area in southern Thailand known for its ancient rainforest, towering limestone karsts, and the scenic Cheow Lan Lake.
-
C.
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.
-
D.
Hat Noppharat Thara–Mu Ko Phi Phi National Park
Hat Noppharat Thara–Mu Ko Phi Phi National Park is a coastal marine national park in southern Thailand renowned for its limestone cliffs, clear turquoise waters, coral reefs, and the famous Phi Phi Islands.
-
E.
Ko Pha Ngan
Ko Pha Ngan is a popular Thai island in the Gulf of Thailand, best known for its beaches, tropical scenery, and monthly Full Moon Party.
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61df32a88190a7e823a77bdcc84a |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad680e8c908190a62a0a2f92a2b335 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad69017e448190b337337431c6f797 |
completed | March 8, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad6966c3108190bf2519f698dd3903 |
completed | March 8, 2026, 12:19 p.m. |
Created at: March 4, 2026, 7:27 p.m.