Triple
T7762229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phang Nga province |
E176050
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object |
Phang Nga Bay Marine National Park
Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
|
E151106
|
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 Bay Marine National Park | Statement: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Marine National Park Context triple: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
-
A.
Ang Thong National Marine Park
Ang Thong National Marine Park is a protected archipelago in the Gulf of Thailand renowned for its limestone islands, hidden lagoons, and rich marine life, popular for snorkeling, kayaking, and island-hopping tours.
-
B.
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.
-
C.
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.
-
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.
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.
- 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 Bay Marine National Park Triple: [Phang Nga province, hasProtectedArea, Phang Nga Bay Marine National Park]
Generated description
Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Marine National Park Target entity description: Phang Nga Bay Marine National Park is a coastal protected area in southern Thailand renowned for its dramatic limestone karsts, mangrove forests, and rich marine biodiversity.
-
A.
Ang Thong National Marine Park
Ang Thong National Marine Park is a protected archipelago in the Gulf of Thailand renowned for its limestone islands, hidden lagoons, and rich marine life, popular for snorkeling, kayaking, and island-hopping tours.
-
B.
Phang Nga Bay
chosen
Phang Nga Bay is a scenic coastal area in southern Thailand famous for its towering limestone karsts, emerald-green waters, and island-studded seascapes.
-
C.
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.
-
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.
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.
- F. None of above.
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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c70404c2108190ad2b900ac9bf582b |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8fa2a4d388190bbc037a3f89bbf49 |
completed | March 29, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69c8faeaf610819087115315c2c1a3c5 |
completed | March 29, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8fb4c55b48190be95a4299ce4b5c9 |
completed | March 29, 2026, 10:13 a.m. |
Created at: March 27, 2026, 4:09 p.m.