Triple

T12606673

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rashakai	`E300996`	entity
Predicate	locatedNear	`P294`	FINISHED
Object	Rashakai Special Economic Zone Rashakai Special Economic Zone is a major industrial and commercial hub in Pakistan developed under the China–Pakistan Economic Corridor to promote manufacturing, trade, and regional economic growth.	`E994078`	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: Rashakai Special Economic Zone | Statement: [Rashakai, locatedNear, Rashakai Special Economic Zone]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Rashakai Special Economic Zone
Context triple: [Rashakai, locatedNear, Rashakai Special Economic Zone]

A. Thilawa Special Economic Zone
Thilawa Special Economic Zone is a major industrial and logistics hub in Myanmar designed to attract foreign investment and boost export-oriented manufacturing near Yangon.
B. Busan Free Economic Zone
The Busan Free Economic Zone is a designated special economic area in Busan, South Korea, created to attract foreign investment and foster high-tech, logistics, and service industries through regulatory and tax incentives.
C. Clark Freeport and Special Economic Zone
Clark Freeport and Special Economic Zone is a major Philippine business and logistics hub developed on the former U.S. Clark Air Base, hosting industries, tourism facilities, and an international airport in Central Luzon.
D. Kish Island Free Trade Zone
Kish Island Free Trade Zone is a special economic and tourism zone in Iran designed to attract foreign investment, trade, and visitors through relaxed visa rules and business incentives.
E. Incheon Free Economic Zone
The Incheon Free Economic Zone is a major South Korean hub for international business, logistics, and high-tech industries, developed around Incheon to attract foreign investment with special economic incentives and advanced infrastructure.
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: Rashakai Special Economic Zone
Triple: [Rashakai, locatedNear, Rashakai Special Economic Zone]

Generated description

Rashakai Special Economic Zone is a major industrial and commercial hub in Pakistan developed under the China–Pakistan Economic Corridor to promote manufacturing, trade, and regional economic growth.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Rashakai Special Economic Zone
Target entity description: Rashakai Special Economic Zone is a major industrial and commercial hub in Pakistan developed under the China–Pakistan Economic Corridor to promote manufacturing, trade, and regional economic growth.

A. Thilawa Special Economic Zone
Thilawa Special Economic Zone is a major industrial and logistics hub in Myanmar designed to attract foreign investment and boost export-oriented manufacturing near Yangon.
B. Busan Free Economic Zone
The Busan Free Economic Zone is a designated special economic area in Busan, South Korea, created to attract foreign investment and foster high-tech, logistics, and service industries through regulatory and tax incentives.
C. Clark Freeport and Special Economic Zone
Clark Freeport and Special Economic Zone is a major Philippine business and logistics hub developed on the former U.S. Clark Air Base, hosting industries, tourism facilities, and an international airport in Central Luzon.
D. Kish Island Free Trade Zone
Kish Island Free Trade Zone is a special economic and tourism zone in Iran designed to attract foreign investment, trade, and visitors through relaxed visa rules and business incentives.
E. Incheon Free Economic Zone
The Incheon Free Economic Zone is a major South Korean hub for international business, logistics, and high-tech industries, developed around Incheon to attract foreign investment with special economic incentives and advanced infrastructure.
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_69d7bdea2ca881908f379526c13b1145`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d954e7f2dc8190a42cab7a0e5ea7f3`	completed	April 10, 2026, 7:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f65ecd1b748190bd961497b30e1ae5`	completed	May 2, 2026, 8:30 p.m.
NEDg	Description generation	`batch_69f6637f6b188190b61c986aa37bcfed`	completed	May 2, 2026, 8:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69f664db08e48190919ab5a175a23275`	completed	May 2, 2026, 8:55 p.m.

Created at: April 9, 2026, 5:11 p.m.