Triple

T335884

Position	Surface form	Disambiguated ID	Type / Status
Subject	Trans-Panama Highway	`E6724`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Government of Panama The Government of Panama is the central authority of the Republic of Panama, responsible for national administration, public policy, and oversight of the country’s infrastructure and services.	`E42693`	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: Government of Panama | Statement: [Trans-Panama Highway, maintainedBy, Government of Panama]

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

Target entity: Government of Panama
Context triple: [Trans-Panama Highway, maintainedBy, Government of Panama]

A. National Assembly of Panama
The National Assembly of Panama is the country’s unicameral legislative body, responsible for enacting laws, overseeing the executive, and representing the Panamanian population at the national level.
B. Government of Ecuador
The Government of Ecuador is the central political authority of the Republic of Ecuador, responsible for executive, legislative, and judicial administration of the country.
C. Government of Colombia
The Government of Colombia is the national political and administrative authority of the Republic of Colombia, encompassing executive, legislative, and judicial branches that govern the country and its territorial entities.
D. Panama Canal Authority
The Panama Canal Authority is the Panamanian government agency responsible for operating, managing, and maintaining the Panama Canal and its related services.
E. Government of Puerto Rico
The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
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: Government of Panama
Triple: [Trans-Panama Highway, maintainedBy, Government of Panama]

Generated description

The Government of Panama is the central authority of the Republic of Panama, responsible for national administration, public policy, and oversight of the country’s infrastructure and services.

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

Target entity: Government of Panama
Target entity description: The Government of Panama is the central authority of the Republic of Panama, responsible for national administration, public policy, and oversight of the country’s infrastructure and services.

A. National Assembly of Panama
The National Assembly of Panama is the country’s unicameral legislative body, responsible for enacting laws, overseeing the executive, and representing the Panamanian population at the national level.
B. Government of Ecuador
The Government of Ecuador is the central political authority of the Republic of Ecuador, responsible for executive, legislative, and judicial administration of the country.
C. Government of Colombia
The Government of Colombia is the national political and administrative authority of the Republic of Colombia, encompassing executive, legislative, and judicial branches that govern the country and its territorial entities.
D. Panama Canal Authority
The Panama Canal Authority is the Panamanian government agency responsible for operating, managing, and maintaining the Panama Canal and its related services.
E. Government of Puerto Rico
The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
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_69a2e79434908190a9d5afe415153ad9`	completed	Feb. 28, 2026, 1:03 p.m.
NER	Named-entity recognition	`batch_69a2eac81c0c8190b3cb0d53b1cf62b5`	completed	Feb. 28, 2026, 1:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3d24903d881909ddd6726dce4d535`	completed	March 1, 2026, 5:44 a.m.
NEDg	Description generation	`batch_69a3d2d8aa64819095cdee306bec77ec`	completed	March 1, 2026, 5:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3d370d200819089eaf114357a8ca3`	completed	March 1, 2026, 5:49 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.