Triple
T3929335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phuket |
E93356
|
entity |
| Predicate | tourismHubFor |
P17407
|
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: [Phuket, tourismHubFor, Phang Nga Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga Bay Context triple: [Phuket, tourismHubFor, 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.
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.
Ha Long Bay
Ha Long Bay is a UNESCO World Heritage Site in northeastern Vietnam, famed for its emerald waters and thousands of towering limestone islands topped with rainforests.
-
E.
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.
- 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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeeda65b708190b24cd715915aec1d |
completed | March 9, 2026, 3:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53387775881909479f4e1fcecdaca |
completed | March 14, 2026, 10:08 a.m. |
Created at: March 9, 2026, 3:23 p.m.