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.