Triple

T18461490

Position	Surface form	Disambiguated ID	Type / Status
Subject	Girls' Schools Association	`E451046`	entity
Predicate	hasPart	`P35`	FINISHED
Object	GSA Heads of Modern Languages GSA Heads of Modern Languages is a professional network within the Girls' Schools Association that brings together heads of modern language departments from member schools to share best practice and support language teaching.	`E1325413`	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: GSA Heads of Modern Languages | Statement: [Girls' Schools Association, hasPart, GSA Heads of Modern Languages]

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

Target entity: GSA Heads of Modern Languages
Context triple: [Girls' Schools Association, hasPart, GSA Heads of Modern Languages]

A. Department of Education in Languages
The Department of Education in Languages is an academic and research unit under NCERT that focuses on language education, curriculum development, and teacher training in various Indian and foreign languages.
B. Faculty of Modern Languages
The Faculty of Modern Languages at the University of Warsaw is an academic unit specializing in the study and research of contemporary foreign languages, literatures, and linguistics.
C. Faculty of Modern Languages
The Faculty of Modern Languages at Heidelberg University is an academic division specializing in the study and research of contemporary languages, literatures, and linguistics.
D. Department of Languages and Cultures
The Department of Languages and Cultures is an academic unit at Lancaster University specializing in the study and teaching of multiple world languages, their literatures, and associated cultural contexts.
E. Department of Languages and Cultures
The Department of Languages and Cultures is an academic unit at the University of Aveiro dedicated to teaching and research in languages, literatures, and intercultural studies.
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: GSA Heads of Modern Languages
Triple: [Girls' Schools Association, hasPart, GSA Heads of Modern Languages]

Generated description

GSA Heads of Modern Languages is a professional network within the Girls' Schools Association that brings together heads of modern language departments from member schools to share best practice and support language teaching.

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

Target entity: GSA Heads of Modern Languages
Target entity description: GSA Heads of Modern Languages is a professional network within the Girls' Schools Association that brings together heads of modern language departments from member schools to share best practice and support language teaching.

A. Department of Education in Languages
The Department of Education in Languages is an academic and research unit under NCERT that focuses on language education, curriculum development, and teacher training in various Indian and foreign languages.
B. Faculty of Modern Languages
The Faculty of Modern Languages at the University of Warsaw is an academic unit specializing in the study and research of contemporary foreign languages, literatures, and linguistics.
C. Faculty of Modern Languages
The Faculty of Modern Languages at Heidelberg University is an academic division specializing in the study and research of contemporary languages, literatures, and linguistics.
D. Department of Languages and Cultures
The Department of Languages and Cultures is an academic unit at Lancaster University specializing in the study and teaching of multiple world languages, their literatures, and associated cultural contexts.
E. Department of Languages and Cultures
The Department of Languages and Cultures is an academic unit at the University of Aveiro dedicated to teaching and research in languages, literatures, and intercultural studies.
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_69d8d38345688190b565eac2e4cd7935`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e52a7fd9e081909bdf5c4aec2ba08d`	completed	April 19, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a040febab8c819086707e68f2259fe9`	completed	May 13, 2026, 5:45 a.m.
NEDg	Description generation	`batch_6a0410f9ed708190bd13037037487287`	completed	May 13, 2026, 5:49 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0417b159b481908f963cf8b251d898`	completed	May 13, 2026, 6:18 a.m.

Created at: April 10, 2026, 11:33 a.m.