Triple

T31685735
Position Surface form Disambiguated ID Type / Status
Subject Nusajaya E808653 entity
Predicate developmentCorridor P42156 FINISHED
Object Iskandar Malaysia Flagship Zone B (Nusajaya)
Iskandar Malaysia Flagship Zone B (Nusajaya) is a major planned urban and economic hub in southern Johor, Malaysia, featuring integrated residential, commercial, governmental, and recreational developments within the Iskandar Malaysia growth corridor.
 E1973362 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: Iskandar Malaysia Flagship Zone B (Nusajaya) | Statement: [Nusajaya, developmentCorridor, Iskandar Malaysia Flagship Zone B (Nusajaya)]
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: Iskandar Malaysia Flagship Zone B (Nusajaya)
Triple: [Nusajaya, developmentCorridor, Iskandar Malaysia Flagship Zone B (Nusajaya)]
Generated description
Iskandar Malaysia Flagship Zone B (Nusajaya) is a major planned urban and economic hub in southern Johor, Malaysia, featuring integrated residential, commercial, governmental, and recreational developments within the Iskandar Malaysia growth corridor.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: developmentCorridor
Context triple: [Nusajaya, developmentCorridor, Iskandar Malaysia Flagship Zone B (Nusajaya)]
  • A. developmentAround
    Indicates that development or construction activity is occurring in the vicinity or surrounding area of a specified entity.
  • B. developmentTour
    Indicates that an entity is undertaking or associated with a tour focused on development activities, such as training, capacity building, or project-related visits.
  • C. developedAlong
    Indicates that something was created, constructed, or evolved following the course, path, or boundary of something else.
  • D. developmentArea
    Indicates the geographic or conceptual region within which development, construction, or growth activities are planned, permitted, or occurring.
  • E. hasNearbyDevelopmentCorridor chosen
    Indicates that an entity is located close to, or directly influenced by, a designated development corridor such as a planned or existing zone of concentrated growth or infrastructure.
  • 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_69f348ddcbc48190950cabcc25ff29b3 completed April 30, 2026, 12:19 p.m.
NER Named-entity recognition batch_69f7b2f3a104819098ddd8909eaf596c completed May 3, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a2b84bd6ad48190af339fd8b6fb4441 completed June 12, 2026, 4:02 a.m.
NEDg Description generation batch_6a2b854efcc88190a0ad9b5f2aaecf26 completed June 12, 2026, 4:04 a.m.
NED2 Entity disambiguation (via description) batch_6a2b85ee4f088190a5b413a6b7d0e1b5 completed June 12, 2026, 4:07 a.m.
PD Predicate disambiguation batch_69f7b1b8a9fc8190a1279e67a2d12707 completed May 3, 2026, 8:36 p.m.
Created at: April 30, 2026, 11:06 p.m.