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.