Triple

T10173199
Position Surface form Disambiguated ID Type / Status
Subject Kuala Pilah E235783 entity
Predicate roadConnection P385 FINISHED
Object Federal Route 9
Federal Route 9 is a Malaysian federal road that serves as a key inland link connecting Kuala Pilah to other towns in Peninsular Malaysia.
 E848269 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 9 | Statement: [Kuala Pilah, roadConnection, Federal Route 9]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Route 9
Context triple: [Kuala Pilah, roadConnection, Federal Route 9]
  • 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 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.
  • C. Federal Route 15
    Federal Route 15 is a Malaysian federal road that serves as a key connector to the town of Arau in Perlis.
  • D. 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.
  • E. 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.
  • 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 9
Triple: [Kuala Pilah, roadConnection, Federal Route 9]
Generated description
Federal Route 9 is a Malaysian federal road that serves as a key inland link connecting Kuala Pilah to other towns in Peninsular Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Federal Route 9
Target entity description: Federal Route 9 is a Malaysian federal road that serves as a key inland link connecting Kuala Pilah to other towns in Peninsular Malaysia.
  • 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 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.
  • C. Federal Route 15
    Federal Route 15 is a Malaysian federal road that serves as a key connector to the town of Arau in Perlis.
  • D. 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.
  • E. 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.
  • 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_69d354fc0a808190aa57b68708d91590 completed April 6, 2026, 6:38 a.m.
NEDg Description generation batch_69d355f359b48190a72be70d3e70ae5c completed April 6, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69d3565fc21c8190863c58fc0592c32d completed April 6, 2026, 6:44 a.m.
Created at: March 30, 2026, 9:10 p.m.