Triple
T6550054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phang Nga Bay |
E151106
|
entity |
| Predicate | touristAccessPoint |
P17407
|
FINISHED |
| Object |
Phang Nga town
Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
|
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 town | Statement: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga town Context triple: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
-
A.
Phang Nga province
Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
-
B.
Krabi
Krabi is a coastal province in southern Thailand renowned for its dramatic limestone cliffs, clear turquoise waters, and island-hopping beaches like Railay and the Phi Phi Islands.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 town Triple: [Phang Nga Bay, touristAccessPoint, Phang Nga town]
Generated description
Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phang Nga town Target entity description: Phang Nga town is a small provincial capital in southern Thailand that serves as the main gateway to the scenic limestone cliffs and islands of Phang Nga Bay.
-
A.
Phang Nga province
Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
-
B.
Krabi
Krabi is a coastal province in southern Thailand renowned for its dramatic limestone cliffs, clear turquoise waters, and island-hopping beaches like Railay and the Phi Phi Islands.
-
C.
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.
-
D.
Phang Nga
chosen
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.
-
E.
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.
- 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_69c687f3fd60819083bfa583e5bcfa71 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6ae04affc8190826ee033849f2d42 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55113408190b96baf2747f36e3c |
completed | March 27, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69c6d82753288190bb8cd18254feee2d |
completed | March 27, 2026, 7:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d92bc2508190b0e1eaf8b46c958e |
completed | March 27, 2026, 7:23 p.m. |
Created at: March 27, 2026, 1:51 p.m.