Triple
T10173198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kuala Pilah |
E235783
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Federal Route 51
Federal Route 51 is a Malaysian federal road that serves as a key connector between the town of Kuala Pilah and other parts of the region.
|
E847914
|
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: Federal Route 51 | Statement: [Kuala Pilah, roadConnection, Federal Route 51]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Route 51 Context triple: [Kuala Pilah, roadConnection, Federal Route 51]
-
A.
Federal Route 7
Federal Route 7 is a major federal road in Malaysia that serves as an important link between towns in Perlis, including the royal capital Arau, and other parts of the northern region.
-
B.
Federal Route 15
Federal Route 15 is a Malaysian federal road that serves as a key connector to the town of Arau in Perlis.
-
C.
Federal Route 1
Federal Route 1 is Malaysia’s oldest and most important north–south trunk road, running the length of Peninsular Malaysia and connecting numerous major towns and cities.
-
D.
Seremban–Port Dickson Highway
The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
-
E.
Malaysia Federal Route E3
Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
- 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: Federal Route 51 Triple: [Kuala Pilah, roadConnection, Federal Route 51]
Generated description
Federal Route 51 is a Malaysian federal road that serves as a key connector between the town of Kuala Pilah and other parts of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Route 51 Target entity description: Federal Route 51 is a Malaysian federal road that serves as a key connector between the town of Kuala Pilah and other parts of the region.
-
A.
Federal Route 7
Federal Route 7 is a major federal road in Malaysia that serves as an important link between towns in Perlis, including the royal capital Arau, and other parts of the northern region.
-
B.
Federal Route 15
Federal Route 15 is a Malaysian federal road that serves as a key connector to the town of Arau in Perlis.
-
C.
Federal Route 1
Federal Route 1 is Malaysia’s oldest and most important north–south trunk road, running the length of Peninsular Malaysia and connecting numerous major towns and cities.
-
D.
Seremban–Port Dickson Highway
The Seremban–Port Dickson Highway is a major expressway in Negeri Sembilan, Malaysia, connecting the inland town of Seremban with the coastal resort area of Port Dickson.
-
E.
Malaysia Federal Route E3
Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
- 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_69ca84d1d5f88190ab878a1021ecff68 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec9f6dd8819081588600499165ee |
completed | April 2, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32acbd9ec81908849b17d8ba1dd11 |
completed | April 6, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69d32b88b4b48190b6fd2642a445023a |
completed | April 6, 2026, 3:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d32bdede5081908d6f9d18b4ad820e |
completed | April 6, 2026, 3:43 a.m. |
Created at: March 30, 2026, 9:10 p.m.