Triple

T2015503

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipality of Castro Marim	`E43785`	entity
Predicate	bordersWith	`P224`	FINISHED
Object	Municipality of Vila Real de Santo António The Municipality of Vila Real de Santo António is a coastal municipality in Portugal’s Algarve region, situated at the mouth of the Guadiana River on the border with Spain and known for its planned 18th-century urban layout.	`E225797`	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: Municipality of Vila Real de Santo António | Statement: [Municipality of Castro Marim, bordersWith, Municipality of Vila Real de Santo António]

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

Target entity: Municipality of Vila Real de Santo António
Context triple: [Municipality of Castro Marim, bordersWith, Municipality of Vila Real de Santo António]

A. Municipality of Vila do Bispo
The Municipality of Vila do Bispo is a coastal municipality in Portugal’s Algarve region, known for its rugged Atlantic coastline, beaches, and proximity to Cape St. Vincent.
B. Municipality of São Brás de Alportel
The Municipality of São Brás de Alportel is a small inland town and administrative area in Portugal’s Algarve region, known for its cork production and traditional rural character.
C. Municipality of Monchique
The Municipality of Monchique is a mountainous local government area in Portugal’s Algarve region, known for its spa town, lush forests, and scenic views from the Serra de Monchique.
D. Municipality of Tavira
The Municipality of Tavira is a historic coastal municipality in Portugal’s Algarve region, known for its well-preserved architecture, scenic riverfront, and nearby barrier-island beaches.
E. Municipality of Alcoutim
The Municipality of Alcoutim is a sparsely populated rural municipality in southeastern Portugal, known for its scenic location along the Guadiana River on the border with Spain.
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: Municipality of Vila Real de Santo António
Triple: [Municipality of Castro Marim, bordersWith, Municipality of Vila Real de Santo António]

Generated description

The Municipality of Vila Real de Santo António is a coastal municipality in Portugal’s Algarve region, situated at the mouth of the Guadiana River on the border with Spain and known for its planned 18th-century urban layout.

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

Target entity: Municipality of Vila Real de Santo António
Target entity description: The Municipality of Vila Real de Santo António is a coastal municipality in Portugal’s Algarve region, situated at the mouth of the Guadiana River on the border with Spain and known for its planned 18th-century urban layout.

A. Municipality of Vila do Bispo
The Municipality of Vila do Bispo is a coastal municipality in Portugal’s Algarve region, known for its rugged Atlantic coastline, beaches, and proximity to Cape St. Vincent.
B. Municipality of São Brás de Alportel
The Municipality of São Brás de Alportel is a small inland town and administrative area in Portugal’s Algarve region, known for its cork production and traditional rural character.
C. Municipality of Monchique
The Municipality of Monchique is a mountainous local government area in Portugal’s Algarve region, known for its spa town, lush forests, and scenic views from the Serra de Monchique.
D. Municipality of Tavira
The Municipality of Tavira is a historic coastal municipality in Portugal’s Algarve region, known for its well-preserved architecture, scenic riverfront, and nearby barrier-island beaches.
E. Municipality of Alcoutim
The Municipality of Alcoutim is a sparsely populated rural municipality in southeastern Portugal, known for its scenic location along the Guadiana River on the border with Spain.
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_69a88716e9f08190946313fdc949e3cf`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb8cb16048190bc626685fbb5f707`	completed	March 7, 2026, 5:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0aef0fe88190adf9cd218cf7d8b4`	completed	March 8, 2026, 11:49 p.m.
NEDg	Description generation	`batch_69ae0c1ea0388190b44af2223517129e`	completed	March 8, 2026, 11:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0c7719e881909059cef2c513a05a`	completed	March 8, 2026, 11:55 p.m.

Created at: March 4, 2026, 7:37 p.m.