Triple

T742703

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Armed Forces education system	`E15276`	entity
Predicate	includesInstitution	`P3814`	FINISHED
Object	Defense Language Institute Foreign Language Center The Defense Language Institute Foreign Language Center is the U.S. military’s primary school for intensive foreign language education and cultural training for service members and select government personnel.	`E87449`	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 Language Institute Foreign Language Center | Statement: [United States Armed Forces education system, includesInstitution, Defense Language Institute Foreign Language Center]

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

Target entity: Defense Language Institute Foreign Language Center
Context triple: [United States Armed Forces education system, includesInstitution, Defense Language Institute Foreign Language Center]

A. Faculty of Foreign Languages and Area Studies
The Faculty of Foreign Languages and Area Studies is a division of Moscow State University specializing in the study and teaching of foreign languages, linguistics, and regional studies.
B. Faculty of Foreign Languages
The Faculty of Foreign Languages is a specialized academic division of the University of Havana dedicated to the study and teaching of multiple foreign languages and related linguistic and cultural disciplines.
C. Office of English Language Acquisition
The Office of English Language Acquisition is a U.S. Department of Education office responsible for supporting and improving the education of English learners nationwide through policy, grants, and technical assistance.
D. Dominican Academy of Language
The Dominican Academy of Language is the official institution in the Dominican Republic dedicated to the study, preservation, and regulation of the Spanish language.
E. National Intelligence University
National Intelligence University is a U.S. federal institution of higher education that provides graduate-level intelligence studies and training primarily for members of the defense and intelligence communities.
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 Language Institute Foreign Language Center
Triple: [United States Armed Forces education system, includesInstitution, Defense Language Institute Foreign Language Center]

Generated description

The Defense Language Institute Foreign Language Center is the U.S. military’s primary school for intensive foreign language education and cultural training for service members and select government personnel.

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

Target entity: Defense Language Institute Foreign Language Center
Target entity description: The Defense Language Institute Foreign Language Center is the U.S. military’s primary school for intensive foreign language education and cultural training for service members and select government personnel.

A. Faculty of Foreign Languages and Area Studies
The Faculty of Foreign Languages and Area Studies is a division of Moscow State University specializing in the study and teaching of foreign languages, linguistics, and regional studies.
B. Faculty of Foreign Languages
The Faculty of Foreign Languages is a specialized academic division of the University of Havana dedicated to the study and teaching of multiple foreign languages and related linguistic and cultural disciplines.
C. Office of English Language Acquisition
The Office of English Language Acquisition is a U.S. Department of Education office responsible for supporting and improving the education of English learners nationwide through policy, grants, and technical assistance.
D. Dominican Academy of Language
The Dominican Academy of Language is the official institution in the Dominican Republic dedicated to the study, preservation, and regulation of the Spanish language.
E. National Intelligence University
National Intelligence University is a U.S. federal institution of higher education that provides graduate-level intelligence studies and training primarily for members of the defense and intelligence communities.
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_69a49358aa308190adbc9b5a0a2adcf9`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a60f92d08190a4f44c5b4d068ab5`	completed	March 1, 2026, 8:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a64a63f9288190b86e4a75467acce0`	completed	March 3, 2026, 2:41 a.m.
NEDg	Description generation	`batch_69a64aef14c48190b947a4c3a7becc0f`	completed	March 3, 2026, 2:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69a64b80d5fc81909e69832457569064`	completed	March 3, 2026, 2:46 a.m.

Created at: March 1, 2026, 7:37 p.m.