Triple

T9179332
Position Surface form Disambiguated ID Type / Status
Subject Arau E220279 entity
Predicate roadConnection P385 FINISHED
Object 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.
E782242 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 7 | Statement: [Arau, roadConnection, Federal Route 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Route 7
Context triple: [Arau, roadConnection, Federal Route 7]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Federal Route 10 (Malaysia)
    Federal Route 10 (Malaysia) is a federal highway in Peninsular Malaysia that serves as a key inland route connecting towns in Negeri Sembilan and neighboring states.
  • E. 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.
  • 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 7
Triple: [Arau, roadConnection, Federal Route 7]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Route 7
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Federal Route 10 (Malaysia)
    Federal Route 10 (Malaysia) is a federal highway in Peninsular Malaysia that serves as a key inland route connecting towns in Negeri Sembilan and neighboring states.
  • E. 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.
  • 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.