Triple
T8554974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bahau |
E202541
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Federal Route 13 (Malaysia)
Federal Route 13 (Malaysia) is a federal road in Negeri Sembilan that serves as a key connector linking the town of Bahau to other parts of the region.
|
E742021
|
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 13 (Malaysia) | Statement: [Bahau, roadConnection, Federal Route 13 (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Route 13 (Malaysia) Context triple: [Bahau, roadConnection, Federal Route 13 (Malaysia)]
-
A.
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.
-
B.
Bukit Jalil Highway
Bukit Jalil Highway is a major roadway in Kuala Lumpur, Malaysia, that serves as a key access route to the Bukit Jalil area and its sports and residential facilities.
-
C.
South Klang Valley Expressway
The South Klang Valley Expressway is a major Malaysian highway that serves as a key orbital route around the southern Klang Valley, linking townships such as Putrajaya, Kajang, and Banting while easing congestion on other primary expressways.
-
D.
North–South Expressway (Malaysia)
The North–South Expressway in Malaysia is the country’s main tolled highway corridor, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key transport facilities.
-
E.
Tuas Expressway
Tuas Expressway is a major expressway in western Singapore that connects the island’s road network to Malaysia via the Malaysia–Singapore Second Link.
- 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 13 (Malaysia) Triple: [Bahau, roadConnection, Federal Route 13 (Malaysia)]
Generated description
Federal Route 13 (Malaysia) is a federal road in Negeri Sembilan that serves as a key connector linking the town of Bahau to other parts of the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Route 13 (Malaysia) Target entity description: Federal Route 13 (Malaysia) is a federal road in Negeri Sembilan that serves as a key connector linking the town of Bahau to other parts of the region.
-
A.
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.
-
B.
Bukit Jalil Highway
Bukit Jalil Highway is a major roadway in Kuala Lumpur, Malaysia, that serves as a key access route to the Bukit Jalil area and its sports and residential facilities.
-
C.
South Klang Valley Expressway
The South Klang Valley Expressway is a major Malaysian highway that serves as a key orbital route around the southern Klang Valley, linking townships such as Putrajaya, Kajang, and Banting while easing congestion on other primary expressways.
-
D.
North–South Expressway (Malaysia)
The North–South Expressway in Malaysia is the country’s main tolled highway corridor, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key transport facilities.
-
E.
Tuas Expressway
Tuas Expressway is a major expressway in western Singapore that connects the island’s road network to Malaysia via the Malaysia–Singapore Second Link.
- 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_69ca832610e08190b3b6c6cd2c250255 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe88a936c8190a0234bf7da2ff55a |
completed | March 31, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6dd67d288190a147562a99ecde56 |
completed | April 2, 2026, 1:23 p.m. |
| NEDg | Description generation | batch_69ce6ee1bae4819099ef302138599b34 |
completed | April 2, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fb93fd88190bc53a925473f9b71 |
completed | April 2, 2026, 1:31 p.m. |
Created at: March 30, 2026, 6:19 p.m.