Triple

T9179378
Position Surface form Disambiguated ID Type / Status
Subject Padang Besar E220281 entity
Predicate hasRoadConnectionTo P11435 FINISHED
Object Bukit Kayu Hitam
Bukit Kayu Hitam is a Malaysian border town in Kedah known as a major road gateway between Malaysia and Thailand.
E782249 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: Bukit Kayu Hitam | Statement: [Padang Besar, hasRoadConnectionTo, Bukit Kayu Hitam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bukit Kayu Hitam
Context triple: [Padang Besar, hasRoadConnectionTo, Bukit Kayu Hitam]
  • A. Batu Sawar
    Batu Sawar was a historically significant town in present-day Malaysia that served as an early political and administrative center of the Johor Sultanate after the fall of Malacca.
  • B. Kuala Tahan
    Kuala Tahan is a small Malaysian village that serves as the main gateway and service hub for visitors entering Taman Negara National Park and the surrounding rainforest, including Mount Tahan.
  • C. Taman Negara
    Taman Negara is one of the world’s oldest tropical rainforests and a major national park in Peninsular Malaysia, renowned for its rich biodiversity and jungle trekking.
  • D. Tanjung Tuan Forest Reserve
    Tanjung Tuan Forest Reserve is a coastal rainforest and wildlife sanctuary in Malaysia known for its scenic hiking trails, lighthouse, and rich birdlife, especially during raptor migration season.
  • E. Endau-Rompin National Park
    Endau-Rompin National Park is one of Malaysia’s oldest and most biodiverse rainforest reserves, renowned for its ancient lowland forests, rare wildlife, and rugged riverine landscapes.
  • 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: Bukit Kayu Hitam
Triple: [Padang Besar, hasRoadConnectionTo, Bukit Kayu Hitam]
Generated description
Bukit Kayu Hitam is a Malaysian border town in Kedah known as a major road gateway between Malaysia and Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bukit Kayu Hitam
Target entity description: Bukit Kayu Hitam is a Malaysian border town in Kedah known as a major road gateway between Malaysia and Thailand.
  • A. Batu Sawar
    Batu Sawar was a historically significant town in present-day Malaysia that served as an early political and administrative center of the Johor Sultanate after the fall of Malacca.
  • B. Kuala Tahan
    Kuala Tahan is a small Malaysian village that serves as the main gateway and service hub for visitors entering Taman Negara National Park and the surrounding rainforest, including Mount Tahan.
  • C. Taman Negara
    Taman Negara is one of the world’s oldest tropical rainforests and a major national park in Peninsular Malaysia, renowned for its rich biodiversity and jungle trekking.
  • D. Tanjung Tuan Forest Reserve
    Tanjung Tuan Forest Reserve is a coastal rainforest and wildlife sanctuary in Malaysia known for its scenic hiking trails, lighthouse, and rich birdlife, especially during raptor migration season.
  • E. Endau-Rompin National Park
    Endau-Rompin National Park is one of Malaysia’s oldest and most biodiverse rainforest reserves, renowned for its ancient lowland forests, rare wildlife, and rugged riverine landscapes.
  • 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_69ca83e589948190ac9907819db11ddf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc25064588190856c96b229d9cd60 completed April 1, 2026, 6:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054ae9a708190b26c2f2c7ebb59c9 completed April 4, 2026, midnight
NEDg Description generation batch_69d05571243c8190bd7fcc6e675b3500 completed April 4, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69d0564391cc81909c0cea2d49c38fb4 completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 7:23 p.m.