Triple

T14617084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Visakhapatnam-class destroyer	`E343113`	entity
Predicate	designedBy	`P184`	FINISHED
Object	Directorate of Naval Design (Indian Navy) The Directorate of Naval Design (Indian Navy) is the Indian Navy’s in-house design bureau responsible for conceptualizing and developing indigenous warships and other naval vessels.	`E1110754`	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: Directorate of Naval Design (Indian Navy) | Statement: [Visakhapatnam-class destroyer, designedBy, Directorate of Naval Design (Indian Navy)]

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

Target entity: Directorate of Naval Design (Indian Navy)
Context triple: [Visakhapatnam-class destroyer, designedBy, Directorate of Naval Design (Indian Navy)]

A. Naval Engineering Department
The Naval Engineering Department is a specialized branch of the Royal Thai Navy responsible for the technical management, maintenance, and development of naval vessels and related engineering systems.
B. Directorate of Naval Plans
The Directorate of Naval Plans is a key staff directorate of the Indian Navy responsible for long-term force planning, capability development, and strategic policy formulation.
C. Directorate General of Shipping (India)
The Directorate General of Shipping (India) is the central government authority responsible for regulating shipping, maritime safety, and seafarer standards in India.
D. Directorate of Naval Operations
The Directorate of Naval Operations is a key operational arm of the Indian Navy responsible for planning, directing, and overseeing naval operations and maritime security activities.
E. Naval Research and Development Office
The Naval Research and Development Office is a specialized unit of the Royal Thai Navy responsible for advancing naval technology, innovation, and scientific research to support Thailand’s maritime defense capabilities.
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: Directorate of Naval Design (Indian Navy)
Triple: [Visakhapatnam-class destroyer, designedBy, Directorate of Naval Design (Indian Navy)]

Generated description

The Directorate of Naval Design (Indian Navy) is the Indian Navy’s in-house design bureau responsible for conceptualizing and developing indigenous warships and other naval vessels.

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

Target entity: Directorate of Naval Design (Indian Navy)
Target entity description: The Directorate of Naval Design (Indian Navy) is the Indian Navy’s in-house design bureau responsible for conceptualizing and developing indigenous warships and other naval vessels.

A. Naval Engineering Department
The Naval Engineering Department is a specialized branch of the Royal Thai Navy responsible for the technical management, maintenance, and development of naval vessels and related engineering systems.
B. Directorate of Naval Plans
The Directorate of Naval Plans is a key staff directorate of the Indian Navy responsible for long-term force planning, capability development, and strategic policy formulation.
C. Directorate General of Shipping (India)
The Directorate General of Shipping (India) is the central government authority responsible for regulating shipping, maritime safety, and seafarer standards in India.
D. Directorate of Naval Operations
The Directorate of Naval Operations is a key operational arm of the Indian Navy responsible for planning, directing, and overseeing naval operations and maritime security activities.
E. Naval Research and Development Office
The Naval Research and Development Office is a specialized unit of the Royal Thai Navy responsible for advancing naval technology, innovation, and scientific research to support Thailand’s maritime defense capabilities.
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_69d822dec68081908c2553145c4051dc`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb46439b88190a4affcc7ccedab6b`	completed	April 14, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fda924c7308190931c03fbac57b0bf`	completed	May 8, 2026, 9:13 a.m.
NEDg	Description generation	`batch_69fdb234bc1c8190a85c802dfcfa7909`	completed	May 8, 2026, 9:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69fdb36bd50c8190a8af992fe4b12bb6`	completed	May 8, 2026, 9:57 a.m.

Created at: April 10, 2026, 1:25 a.m.