Triple

T4158287

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Anthropology at the University of California, Berkeley	`E91468`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Linguistic Anthropology program The Linguistic Anthropology program is an academic unit that studies the relationships between language, culture, and society within the broader field of anthropology.	`E71410`	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: Linguistic Anthropology program | Statement: [Department of Anthropology at the University of California, Berkeley, hasUnit, Linguistic Anthropology program]

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

Target entity: Linguistic Anthropology program
Context triple: [Department of Anthropology at the University of California, Berkeley, hasUnit, Linguistic Anthropology program]

A. Social Anthropology Program
The Social Anthropology Program at Harvard University is a graduate and undergraduate academic track focused on the comparative study of human cultures, social structures, and contemporary global issues through ethnographic research.
B. Society for Linguistic Anthropology
The Society for Linguistic Anthropology is a scholarly organization dedicated to the study of language as a cultural and social resource and practice within the broader field of anthropology.
C. Department of Linguistic and Cultural Evolution
The Department of Linguistic and Cultural Evolution is a research unit that investigates how human languages and cultures change and diversify over time, often using comparative, quantitative, and interdisciplinary methods.
D. Department of Linguistics
The Department of Linguistics at Deccan College is an academic unit dedicated to the scientific study of language, including its structure, history, and use.
E. Department of Linguistics
The Department of Linguistics is an academic unit at the University of Chile dedicated to the scientific study of language, including its structure, use, and development.
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: Linguistic Anthropology program
Triple: [Department of Anthropology at the University of California, Berkeley, hasUnit, Linguistic Anthropology program]

Generated description

The Linguistic Anthropology program is an academic unit that studies the relationships between language, culture, and society within the broader field of anthropology.

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

Target entity: Linguistic Anthropology program
Target entity description: The Linguistic Anthropology program is an academic unit that studies the relationships between language, culture, and society within the broader field of anthropology.

A. Social Anthropology Program
The Social Anthropology Program at Harvard University is a graduate and undergraduate academic track focused on the comparative study of human cultures, social structures, and contemporary global issues through ethnographic research.
B. Society for Linguistic Anthropology chosen
The Society for Linguistic Anthropology is a scholarly organization dedicated to the study of language as a cultural and social resource and practice within the broader field of anthropology.
C. Department of Linguistic and Cultural Evolution
The Department of Linguistic and Cultural Evolution is a research unit that investigates how human languages and cultures change and diversify over time, often using comparative, quantitative, and interdisciplinary methods.
D. Department of Linguistics
The Department of Linguistics at Deccan College is an academic unit dedicated to the scientific study of language, including its structure, history, and use.
E. Department of Linguistics
The Department of Linguistics is an academic unit at the University of Chile dedicated to the scientific study of language, including its structure, use, and development.
F. None of above.

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_69aed9626ebc8190a39de631788bea3e`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af02919134819080ef36598bb4ca32`	completed	March 9, 2026, 5:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f40678481908894ff315932a610`	completed	March 14, 2026, 3:31 p.m.
NEDg	Description generation	`batch_69b57ff73cf88190b103db0694c1a923`	completed	March 14, 2026, 3:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69b58094c690819080dbde068ff1b119`	completed	March 14, 2026, 3:36 p.m.

Created at: March 9, 2026, 3:44 p.m.