Triple

T8423880

Position	Surface form	Disambiguated ID	Type / Status
Subject	ASCOD Ulan	`E198927`	entity
Predicate	originatesFromProgram	`P3654`	FINISHED
Object	Austrian-Spanish Cooperative Development (ASCOD) Austrian-Spanish Cooperative Development (ASCOD) is a family of tracked armored fighting vehicles jointly developed by Austria and Spain, serving as the basis for various infantry fighting vehicle and support variants used by several European armies.	`E733143`	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: Austrian-Spanish Cooperative Development (ASCOD) | Statement: [ASCOD Ulan, originatesFromProgram, Austrian-Spanish Cooperative Development (ASCOD)]

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

Target entity: Austrian-Spanish Cooperative Development (ASCOD)
Context triple: [ASCOD Ulan, originatesFromProgram, Austrian-Spanish Cooperative Development (ASCOD)]

A. Euroradar consortium
The Euroradar consortium is a multinational industrial partnership responsible for designing and producing advanced airborne radar systems for modern fighter aircraft.
B. NATO Rapid Deployable Corps Spain
NATO Rapid Deployable Corps Spain is a high-readiness, multinational headquarters based in Spain that can rapidly command and control NATO land operations.
C. European Defence Union
The European Defence Union is a proposed framework within the European Union aimed at deepening military cooperation, joint capabilities, and strategic autonomy among member states.
D. Euromos
Euromos was an ancient Greek city in the region of Caria in southwestern Asia Minor, noted especially for its well-preserved Temple of Zeus.
E. Adriatic port system
The Adriatic port system is a network of interconnected seaports along the Adriatic Sea that coordinate maritime trade, transport, and logistics for the surrounding regions.
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: Austrian-Spanish Cooperative Development (ASCOD)
Triple: [ASCOD Ulan, originatesFromProgram, Austrian-Spanish Cooperative Development (ASCOD)]

Generated description

Austrian-Spanish Cooperative Development (ASCOD) is a family of tracked armored fighting vehicles jointly developed by Austria and Spain, serving as the basis for various infantry fighting vehicle and support variants used by several European armies.

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

Target entity: Austrian-Spanish Cooperative Development (ASCOD)
Target entity description: Austrian-Spanish Cooperative Development (ASCOD) is a family of tracked armored fighting vehicles jointly developed by Austria and Spain, serving as the basis for various infantry fighting vehicle and support variants used by several European armies.

A. Euroradar consortium
The Euroradar consortium is a multinational industrial partnership responsible for designing and producing advanced airborne radar systems for modern fighter aircraft.
B. NATO Rapid Deployable Corps Spain
NATO Rapid Deployable Corps Spain is a high-readiness, multinational headquarters based in Spain that can rapidly command and control NATO land operations.
C. European Defence Union
The European Defence Union is a proposed framework within the European Union aimed at deepening military cooperation, joint capabilities, and strategic autonomy among member states.
D. Euromos
Euromos was an ancient Greek city in the region of Caria in southwestern Asia Minor, noted especially for its well-preserved Temple of Zeus.
E. Adriatic port system
The Adriatic port system is a network of interconnected seaports along the Adriatic Sea that coordinate maritime trade, transport, and logistics for the surrounding regions.
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_69ca8312d63c8190bf133b676b44a385`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cb859f787481908a11797a317c8849`	completed	March 31, 2026, 8:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce035aac4c81909066c1ca1318d006`	completed	April 2, 2026, 5:49 a.m.
NEDg	Description generation	`batch_69ce07837648819080cd4026af55b246`	completed	April 2, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce083cee848190b27a7dd19a16a0dc`	completed	April 2, 2026, 6:10 a.m.

Created at: March 30, 2026, 6:07 p.m.