Triple

T1338212

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cruz y Ortiz Arquitectos	`E28403`	entity
Predicate	hasClient	`P734`	FINISHED
Object	Spanish Ministry of Public Works The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.	`E153678`	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: Spanish Ministry of Public Works | Statement: [Cruz y Ortiz Arquitectos, hasClient, Spanish Ministry of Public Works]

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

Target entity: Spanish Ministry of Public Works
Context triple: [Cruz y Ortiz Arquitectos, hasClient, Spanish Ministry of Public Works]

A. Spanish Ministry of Culture
The Spanish Ministry of Culture is the national government department responsible for preserving Spain’s cultural heritage, promoting the arts, and overseeing major cultural institutions and museums.
B. Portuguese Ministry of Infrastructure
The Portuguese Ministry of Infrastructure is the government department responsible for defining and implementing national policies on transport, public works, and related infrastructure in Portugal.
C. Spanish Ministry of Universities
The Spanish Ministry of Universities is the national government department responsible for planning, regulating, and overseeing Spain’s university system and higher education policies.
D. Spanish government
The Spanish government is the central governing authority of the Kingdom of Spain, responsible for national administration, policy-making, and the execution of laws under a parliamentary constitutional monarchy.
E. Government of the Community of Madrid
The Government of the Community of Madrid is the regional executive authority responsible for administering public policy, services, and governance in Spain’s autonomous Community of Madrid.
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: Spanish Ministry of Public Works
Triple: [Cruz y Ortiz Arquitectos, hasClient, Spanish Ministry of Public Works]

Generated description

The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.

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

Target entity: Spanish Ministry of Public Works
Target entity description: The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.

A. Spanish Ministry of Culture
The Spanish Ministry of Culture is the national government department responsible for preserving Spain’s cultural heritage, promoting the arts, and overseeing major cultural institutions and museums.
B. Portuguese Ministry of Infrastructure
The Portuguese Ministry of Infrastructure is the government department responsible for defining and implementing national policies on transport, public works, and related infrastructure in Portugal.
C. Spanish Ministry of Universities
The Spanish Ministry of Universities is the national government department responsible for planning, regulating, and overseeing Spain’s university system and higher education policies.
D. Spanish government
The Spanish government is the central governing authority of the Kingdom of Spain, responsible for national administration, policy-making, and the execution of laws under a parliamentary constitutional monarchy.
E. Government of the Community of Madrid
The Government of the Community of Madrid is the regional executive authority responsible for administering public policy, services, and governance in Spain’s autonomous Community of Madrid.
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_69a49854eb3481908c7d56b2e449a290`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c2115d388190b031ae2de1296f8a`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acc62e4c788190824df2a9b81692d7`	completed	March 8, 2026, 12:43 a.m.
NEDg	Description generation	`batch_69acc6ae66408190bf48fe3150a08116`	completed	March 8, 2026, 12:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69acc73b92248190b723cb64046799e3`	completed	March 8, 2026, 12:47 a.m.

Created at: March 1, 2026, 7:56 p.m.