Triple
T7762208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phang Nga province |
E176050
|
entity |
| Predicate | hasBay |
P35
|
FINISHED |
| Object | Phang Nga Bay |
E151106
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Phang Nga province, hasBay, Phang Nga Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Context triple: [Phang Nga province, hasBay, Phang Nga Bay]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Ko Similan
Ko Similan is the largest and most prominent island in Thailand’s Similan Islands archipelago, known for its distinctive granite boulders, white-sand beaches, and rich marine life.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c8e587067081909433d54263b79de6 |
completed | March 29, 2026, 8:40 a.m. |
Created at: March 27, 2026, 4:09 p.m.