Triple

T6154536

Position	Surface form	Disambiguated ID	Type / Status
Subject	Port of Toledo	`E137285`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Foreign Trade Zone 8 Foreign Trade Zone 8 is a designated customs area associated with the Port of Toledo that allows businesses to import, store, and process goods with reduced or deferred duties to promote international trade and economic development.	`E572705`	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: Foreign Trade Zone 8 | Statement: [Port of Toledo, hasPart, Foreign Trade Zone 8]

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

Target entity: Foreign Trade Zone 8
Context triple: [Port of Toledo, hasPart, Foreign Trade Zone 8]

A. 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.
B. Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
C. Jinqiao Export Processing Zone
Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
D. Keihin Industrial Zone
The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
E. Zofri (Iquique Free Trade Zone)
Zofri (Iquique Free Trade Zone) is a major commercial and logistics hub in Iquique, Chile, offering tax-free shopping and serving as an important center for regional trade and tourism.
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: Foreign Trade Zone 8
Triple: [Port of Toledo, hasPart, Foreign Trade Zone 8]

Generated description

Foreign Trade Zone 8 is a designated customs area associated with the Port of Toledo that allows businesses to import, store, and process goods with reduced or deferred duties to promote international trade and economic development.

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

Target entity: Foreign Trade Zone 8
Target entity description: Foreign Trade Zone 8 is a designated customs area associated with the Port of Toledo that allows businesses to import, store, and process goods with reduced or deferred duties to promote international trade and economic development.

A. 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.
B. Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
C. Jinqiao Export Processing Zone
Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
D. Keihin Industrial Zone
The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
E. Zofri (Iquique Free Trade Zone)
Zofri (Iquique Free Trade Zone) is a major commercial and logistics hub in Iquique, Chile, offering tax-free shopping and serving as an important center for regional trade and tourism.
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_69c008a45d008190832a9e19f5d63406`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05d01ddb0819085b5f5338b86a25d`	completed	March 22, 2026, 9:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c1418195d8819092743f323430b9a8`	completed	March 23, 2026, 1:34 p.m.
NEDg	Description generation	`batch_69c144696f80819092131e86a3bb3b63`	completed	March 23, 2026, 1:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69c144c523c48190a709342dc031d2b8`	completed	March 23, 2026, 1:48 p.m.

Created at: March 22, 2026, 4:17 p.m.