Triple

T8420264

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Thai Navy	`E198829`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	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.	`E734142`	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: Naval Research and Development Office | Statement: [Royal Thai Navy, hasComponent, Naval Research and Development Office]

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

Target entity: Naval Research and Development Office
Context triple: [Royal Thai Navy, hasComponent, Naval Research and Development Office]

A. Office of Naval Research
The Office of Naval Research is a U.S. government agency that coordinates, executes, and promotes science and technology programs for the United States Navy and Marine Corps.
B. Naval Research Laboratory
The Naval Research Laboratory is the U.S. Navy’s corporate research laboratory, conducting advanced scientific and technological research to support naval and national defense capabilities.
C. Bureau of Naval Weapons
The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
D. Naval Ordnance Systems Command
The Naval Ordnance Systems Command was a U.S. Navy material systems command responsible for the development, procurement, and support of naval weapons and ordnance.
E. Naval Ordnance Department
The Naval Ordnance Department is a specialized branch of the Royal Thai Navy responsible for the procurement, maintenance, and management of naval weapons, ammunition, and related ordnance systems.
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: Naval Research and Development Office
Triple: [Royal Thai Navy, hasComponent, Naval Research and Development Office]

Generated description

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.

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

Target entity: Naval Research and Development Office
Target entity description: 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.

A. Office of Naval Research
The Office of Naval Research is a U.S. government agency that coordinates, executes, and promotes science and technology programs for the United States Navy and Marine Corps.
B. Naval Research Laboratory
The Naval Research Laboratory is the U.S. Navy’s corporate research laboratory, conducting advanced scientific and technological research to support naval and national defense capabilities.
C. Bureau of Naval Weapons
The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
D. Naval Ordnance Systems Command
The Naval Ordnance Systems Command was a U.S. Navy material systems command responsible for the development, procurement, and support of naval weapons and ordnance.
E. Naval Ordnance Department
The Naval Ordnance Department is a specialized branch of the Royal Thai Navy responsible for the procurement, maintenance, and management of naval weapons, ammunition, and related ordnance systems.
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_69cb84c941988190884a5c0cbb44bcc2`	completed	March 31, 2026, 8:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce1d469a148190a6f018f758cba5eb`	completed	April 2, 2026, 7:39 a.m.
NEDg	Description generation	`batch_69ce1e3a269481908ea191ff28ea1313`	completed	April 2, 2026, 7:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce1ef9fb208190a50b4d8a595f5fdb`	completed	April 2, 2026, 7:47 a.m.

Created at: March 30, 2026, 6:06 p.m.