Triple

T10103432
Position Surface form Disambiguated ID Type / Status
Subject Segamat E216257 entity
Predicate roadConnection P385 FINISHED
Object Tun Razak Highway
Tun Razak Highway is a major Malaysian roadway that serves as an important inland route connecting the east and west coasts of Peninsular Malaysia.
 E840624 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: Tun Razak Highway | Statement: [Segamat, roadConnection, Tun Razak Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tun Razak Highway
Context triple: [Segamat, roadConnection, Tun Razak Highway]
  • A. 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.
  • B. Persiaran Seri Perdana
    Persiaran Seri Perdana is a prominent ceremonial boulevard in Putrajaya, Malaysia, leading to key government complexes including the Prime Minister’s official residence.
  • C. Shah Alam Expressway
    The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
  • D. Mahabandoola Road
    Mahabandoola Road is a major thoroughfare in central Yangon, Myanmar, running past key colonial-era landmarks and civic buildings.
  • 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: Tun Razak Highway
Triple: [Segamat, roadConnection, Tun Razak Highway]
Generated description
Tun Razak Highway is a major Malaysian roadway that serves as an important inland route connecting the east and west coasts of Peninsular Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tun Razak Highway
Target entity description: Tun Razak Highway is a major Malaysian roadway that serves as an important inland route connecting the east and west coasts of Peninsular Malaysia.
  • A. 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.
  • B. Persiaran Seri Perdana
    Persiaran Seri Perdana is a prominent ceremonial boulevard in Putrajaya, Malaysia, leading to key government complexes including the Prime Minister’s official residence.
  • C. Shah Alam Expressway
    The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
  • D. Mahabandoola Road
    Mahabandoola Road is a major thoroughfare in central Yangon, Myanmar, running past key colonial-era landmarks and civic buildings.
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd09af07c819099774af46ebf62d7 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6dcca848190851f6f1968fe244c completed April 5, 2026, 7:24 p.m.
NEDg Description generation batch_69d2b7e64fcc8190805a6a31c8a3786f completed April 5, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_69d2b883959481909f330a26863621ae completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:03 p.m.