Triple
T7238118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ko Samui |
E155281
|
entity |
| Predicate | hasMarineParkAccess |
P62705
|
FINISHED |
| Object |
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.
|
E650729
|
NE FINISHED |
How this triple was built (5 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: Ang Thong National Marine Park | Statement: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ang Thong National Marine Park Context triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
-
A.
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.
-
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.
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.
-
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.
Mu Ko Petra National Park
Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
- 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: Ang Thong National Marine Park Triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ang Thong National Marine Park Target entity description: 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.
-
A.
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.
-
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.
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.
-
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.
Mu Ko Petra National Park
Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMarineParkAccess Context triple: [Ko Samui, hasMarineParkAccess, Ang Thong National Marine Park]
-
A.
hasMarinePark
Indicates that an entity possesses, contains, or is associated with a designated marine park area.
-
B.
hasSeaAccess
Indicates that an entity has direct access to the sea, typically via a coastline, port, or navigable waterway connected to the sea.
-
C.
hasMarineReserve
Indicates that an entity possesses, includes, or is associated with a designated marine reserve area.
-
D.
hasBeach
Indicates that one entity possesses, includes, or is characterized by a beach as part of its features or environment.
-
E.
hasParkAccess
chosen
Indicates that an entity is permitted to enter, use, or otherwise access a specified park or park area.
- F. None of above.
Provenance (6 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_69c688143bfc81908d4176617735e601 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea552a688190a00f5d0ad982f787 |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc381a4081909a8ea7ee02348328 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cda71c088190afe117d8d3ff04ab |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce1b5e0081908d8e68fb1c0bfd3e |
completed | March 28, 2026, 12:48 p.m. |
| PD | Predicate disambiguation | batch_69c6e7644648819096a5e2de5d0dbe97 |
completed | March 27, 2026, 8:24 p.m. |
Created at: March 27, 2026, 2:55 p.m.