Triple

T12130697

Position	Surface form	Disambiguated ID	Type / Status
Subject	Panama Pacifico International Airport	`E288926`	entity
Predicate	locatedNear	`P294`	FINISHED
Object	Panama Pacifico special economic area Panama Pacifico special economic area is a major mixed-use free trade and logistics zone in Panama designed to attract international business, manufacturing, and services with special tax and regulatory incentives.	`E967990`	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: Panama Pacifico special economic area | Statement: [Panama Pacifico International Airport, locatedNear, Panama Pacifico special economic area]

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

Target entity: Panama Pacifico special economic area
Context triple: [Panama Pacifico International Airport, locatedNear, Panama Pacifico special economic area]

A. Colón Free Zone
The Colón Free Zone is one of the world’s largest duty-free commercial zones, serving as a major hub for international trade and re-export in Panama.
B. 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.
C. Panama Canal Zone (historical)
The Panama Canal Zone was a former U.S.-controlled territory in Panama that encompassed the land surrounding the Panama Canal and served as a strategic corridor for international maritime trade.
D. Panama Canal Department
The Panama Canal Department was a former U.S. Army administrative and military command responsible for the defense and operations of the Panama Canal Zone.
E. Exclusive Economic Zone of Peru
The Exclusive Economic Zone of Peru is a maritime area extending from Peru’s coastline in the Pacific Ocean where the country holds special rights over the exploration and use of marine resources.
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: Panama Pacifico special economic area
Triple: [Panama Pacifico International Airport, locatedNear, Panama Pacifico special economic area]

Generated description

Panama Pacifico special economic area is a major mixed-use free trade and logistics zone in Panama designed to attract international business, manufacturing, and services with special tax and regulatory incentives.

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

Target entity: Panama Pacifico special economic area
Target entity description: Panama Pacifico special economic area is a major mixed-use free trade and logistics zone in Panama designed to attract international business, manufacturing, and services with special tax and regulatory incentives.

A. Colón Free Zone
The Colón Free Zone is one of the world’s largest duty-free commercial zones, serving as a major hub for international trade and re-export in Panama.
B. 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.
C. Panama Canal Zone (historical)
The Panama Canal Zone was a former U.S.-controlled territory in Panama that encompassed the land surrounding the Panama Canal and served as a strategic corridor for international maritime trade.
D. Panama Canal Department
The Panama Canal Department was a former U.S. Army administrative and military command responsible for the defense and operations of the Panama Canal Zone.
E. Exclusive Economic Zone of Peru
The Exclusive Economic Zone of Peru is a maritime area extending from Peru’s coastline in the Pacific Ocean where the country holds special rights over the exploration and use of marine resources.
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_69d6ab4b5e4c81909950b17151eb0951`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9158a2c2c8190aaff9d0cce177565`	completed	April 10, 2026, 3:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f5f68ac15c81908388dd3194e9dfc4`	completed	May 2, 2026, 1:05 p.m.
NEDg	Description generation	`batch_69f6048d6f24819093862fb46f9938f1`	completed	May 2, 2026, 2:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6056e3fdc81908e6e97c4c37a18bb`	completed	May 2, 2026, 2:08 p.m.

Created at: April 8, 2026, 9:49 p.m.