Triple

T52570

Position	Surface form	Disambiguated ID	Type / Status
Subject	ARPANET	`E1032`	entity
Predicate	operatedBy	`P86`	FINISHED
Object	Defense Communications Agency The Defense Communications Agency was a U.S. Department of Defense organization responsible for managing and developing military communications networks and infrastructure.	`E8559`	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: Defense Communications Agency | Statement: [ARPANET, operatedBy, Defense Communications Agency]

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

Target entity: Defense Communications Agency
Context triple: [ARPANET, operatedBy, Defense Communications Agency]

A. United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
B. Defense Data Network
The Defense Data Network was a U.S. Department of Defense global computer network that succeeded ARPANET and supported secure military and government communications.
C. Federal Security Agency
The Federal Security Agency was a former U.S. government agency (1940–1953) that oversaw major social welfare, public health, and education programs before its functions were absorbed into other departments.
D. United States Army Signal Corps
The United States Army Signal Corps is the branch of the U.S. Army responsible for developing, managing, and supporting military communications and information systems.
E. United States Intelligence Community
The United States Intelligence Community is a federation of multiple government agencies and organizations responsible for collecting, analyzing, and disseminating intelligence to support national security and foreign policy.
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: Defense Communications Agency
Triple: [ARPANET, operatedBy, Defense Communications Agency]

Generated description

The Defense Communications Agency was a U.S. Department of Defense organization responsible for managing and developing military communications networks and infrastructure.

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

Target entity: Defense Communications Agency
Target entity description: The Defense Communications Agency was a U.S. Department of Defense organization responsible for managing and developing military communications networks and infrastructure.

A. United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
B. Defense Data Network
The Defense Data Network was a U.S. Department of Defense global computer network that succeeded ARPANET and supported secure military and government communications.
C. Federal Security Agency
The Federal Security Agency was a former U.S. government agency (1940–1953) that oversaw major social welfare, public health, and education programs before its functions were absorbed into other departments.
D. United States Army Signal Corps
The United States Army Signal Corps is the branch of the U.S. Army responsible for developing, managing, and supporting military communications and information systems.
E. United States Intelligence Community
The United States Intelligence Community is a federation of multiple government agencies and organizations responsible for collecting, analyzing, and disseminating intelligence to support national security and foreign policy.
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_69a2480baefc81909951b14058479aa2`	completed	Feb. 28, 2026, 1:42 a.m.
NER	Named-entity recognition	`batch_69a24b0382b48190a7ca80ade6d2e270`	completed	Feb. 28, 2026, 1:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2623ecff48190bc390f8d418b97ec`	completed	Feb. 28, 2026, 3:34 a.m.
NEDg	Description generation	`batch_69a262b29fc88190a1562e4dbe10d438`	completed	Feb. 28, 2026, 3:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2634b24d08190b4869d235516c2ab`	completed	Feb. 28, 2026, 3:38 a.m.

Created at: Feb. 28, 2026, 1:47 a.m.