Triple

T7839955
Position Surface form Disambiguated ID Type / Status
Subject Phatthalung province E181779 entity
Predicate hasProtectedArea P855 FINISHED
Object Thale Noi Non-Hunting Area
Thale Noi Non-Hunting Area is a protected wetland and bird sanctuary in southern Thailand renowned for its rich biodiversity and large populations of migratory waterfowl.
E698886 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: Thale Noi Non-Hunting Area | Statement: [Phatthalung province, hasProtectedArea, Thale Noi Non-Hunting Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thale Noi Non-Hunting Area
Context triple: [Phatthalung province, hasProtectedArea, Thale Noi Non-Hunting Area]
  • A. Umphang Wildlife Sanctuary
    Umphang Wildlife Sanctuary is a vast protected area in western Thailand renowned for its rich biodiversity, forested mountains, and the famous Thi Lo Su Waterfall.
  • B. Hara Protected Area
    Hara Protected Area is a coastal mangrove ecosystem and wildlife sanctuary on Qeshm Island in southern Iran, known for its rich biodiversity and important habitat for migratory birds.
  • C. Than Bok Khorani National Park
    Than Bok Khorani National Park is a coastal national park in southern Thailand known for its limestone cliffs, mangrove forests, islands, caves, and emerald-green pools.
  • D. Tahkuna Nature Reserve
    Tahkuna Nature Reserve is a protected natural area on Estonia’s Tahkuna Peninsula, known for its coastal landscapes, forests, and diverse wildlife habitats.
  • E. Mu Ko Surin National Park
    Mu Ko Surin National Park is a marine national park in southern Thailand renowned for its pristine coral reefs, clear waters, and rich biodiversity across a group of small islands 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: Thale Noi Non-Hunting Area
Triple: [Phatthalung province, hasProtectedArea, Thale Noi Non-Hunting Area]
Generated description
Thale Noi Non-Hunting Area is a protected wetland and bird sanctuary in southern Thailand renowned for its rich biodiversity and large populations of migratory waterfowl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thale Noi Non-Hunting Area
Target entity description: Thale Noi Non-Hunting Area is a protected wetland and bird sanctuary in southern Thailand renowned for its rich biodiversity and large populations of migratory waterfowl.
  • A. Umphang Wildlife Sanctuary
    Umphang Wildlife Sanctuary is a vast protected area in western Thailand renowned for its rich biodiversity, forested mountains, and the famous Thi Lo Su Waterfall.
  • B. Hara Protected Area
    Hara Protected Area is a coastal mangrove ecosystem and wildlife sanctuary on Qeshm Island in southern Iran, known for its rich biodiversity and important habitat for migratory birds.
  • C. Than Bok Khorani National Park
    Than Bok Khorani National Park is a coastal national park in southern Thailand known for its limestone cliffs, mangrove forests, islands, caves, and emerald-green pools.
  • D. Tahkuna Nature Reserve
    Tahkuna Nature Reserve is a protected natural area on Estonia’s Tahkuna Peninsula, known for its coastal landscapes, forests, and diverse wildlife habitats.
  • E. Mu Ko Surin National Park
    Mu Ko Surin National Park is a marine national park in southern Thailand renowned for its pristine coral reefs, clear waters, and rich biodiversity across a group of small islands in the Andaman Sea.
  • F. None of above. chosen

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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb14c4680481908628d22bbe4842f4 completed March 31, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5abff2a88190a2f988b8b041ebb0 completed March 31, 2026, 5:25 a.m.
NEDg Description generation batch_69cb762dd8348190bf74be4e7f5df1e7 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb24068908190977b266366e5ceea completed March 31, 2026, 11:38 a.m.
Created at: March 30, 2026, 4:47 p.m.