Triple

T26686008
Position Surface form Disambiguated ID Type / Status
Subject North–South Expressway network E672745 entity
Predicate officialNameInMalay P33340 FINISHED
Object Rangkaian Lebuhraya Utara–Selatan
Rangkaian Lebuhraya Utara–Selatan is Malaysia’s primary expressway network running along the length of Peninsular Malaysia, connecting major cities and economic hubs from north to south.
 E1738664 NE FINISHED

How this triple was built (3 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: Rangkaian Lebuhraya Utara–Selatan | Statement: [North–South Expressway network, officialNameInMalay, Rangkaian Lebuhraya Utara–Selatan]
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: Rangkaian Lebuhraya Utara–Selatan
Triple: [North–South Expressway network, officialNameInMalay, Rangkaian Lebuhraya Utara–Selatan]
Generated description
Rangkaian Lebuhraya Utara–Selatan is Malaysia’s primary expressway network running along the length of Peninsular Malaysia, connecting major cities and economic hubs from north to south.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: officialNameInMalay
Context triple: [North–South Expressway network, officialNameInMalay, Rangkaian Lebuhraya Utara–Selatan]
  • A. officialNameMalay chosen
    Indicates the name officially used for something in the Malay language.
  • B. officialNameLocal
    Indicates the officially recognized name of an entity as used in the local or native language context.
  • C. officialName
    Indicates the formally recognized name assigned to an entity by an authoritative body or source.
  • D. recognizedAsMalayState
    Indicates that an entity is officially acknowledged or designated as a Malay state.
  • E. hasMalayName
    Indicates that an entity is associated with a specific name expressed in the Malay language.
  • F. None of above.

Provenance (6 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_69eecda2066c8190a344218afa5e89c1 completed April 27, 2026, 2:44 a.m.
NER Named-entity recognition batch_69f7b2f3a104819098ddd8909eaf596c completed May 3, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a11fe78262481909322a3c31687b486 completed May 23, 2026, 7:22 p.m.
NEDg Description generation batch_6a11ff4907e88190aaad22b7390bc094 completed May 23, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a120048ef6c8190bf4467e0742a0421 completed May 23, 2026, 7:30 p.m.
PD Predicate disambiguation batch_69f7b1b8a9fc8190a1279e67a2d12707 completed May 3, 2026, 8:36 p.m.
Created at: April 27, 2026, 3:23 a.m.