Triple

T16834993
Position Surface form Disambiguated ID Type / Status
Subject Sepang District E409251 entity
Predicate contains P35 FINISHED
Object Putrajaya–Cyberjaya Expressway segments E770496 NE FINISHED

How this triple was built (2 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: Putrajaya–Cyberjaya Expressway segments | Statement: [Sepang District, contains, Putrajaya–Cyberjaya Expressway segments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Putrajaya–Cyberjaya Expressway segments
Context triple: [Sepang District, contains, Putrajaya–Cyberjaya Expressway segments]
  • A. Putrajaya–Cyberjaya Expressway chosen
    The Putrajaya–Cyberjaya Expressway is a major Malaysian expressway that links the federal administrative capital Putrajaya with the multimedia hub Cyberjaya and connects to surrounding areas in Selangor.
  • B. Damansara–Puchong Expressway
    The Damansara–Puchong Expressway is a major urban highway in the Klang Valley region of Malaysia that connects several key suburbs and helps alleviate traffic congestion between Petaling Jaya, Puchong, and surrounding areas.
  • 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. Cheras–Kajang Expressway
    The Cheras–Kajang Expressway is a major highway in the Klang Valley region of Malaysia that connects the suburbs of Cheras and Kajang to Kuala Lumpur, helping to ease traffic congestion and improve regional accessibility.
  • E. Duta–Ulu Klang Expressway
    The Duta–Ulu Klang Expressway is a major urban expressway in the Klang Valley region of Malaysia that connects the Kuala Lumpur city center with its northeastern suburbs to improve traffic flow and reduce congestion.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b31aa44c8190b4f402f1898e6998 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb13ec908190853627066fb2c492 completed May 10, 2026, 5:06 p.m.
Created at: April 10, 2026, 5:23 a.m.