Triple

T17041023

Position	Surface form	Disambiguated ID	Type / Status
Subject	Geoffrey Pullum	`E413445`	entity
Predicate	employer	`P7`	FINISHED
Object	School of Philosophy, Psychology and Language Sciences, University of Edinburgh The School of Philosophy, Psychology and Language Sciences at the University of Edinburgh is an academic division that brings together research and teaching in mind, language, and human behavior, encompassing disciplines such as philosophy, linguistics, and psychology.	`E1247517`	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: School of Philosophy, Psychology and Language Sciences, University of Edinburgh | Statement: [Geoffrey Pullum, employer, School of Philosophy, Psychology and Language Sciences, University of Edinburgh]

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

Target entity: School of Philosophy, Psychology and Language Sciences, University of Edinburgh
Context triple: [Geoffrey Pullum, employer, School of Philosophy, Psychology and Language Sciences, University of Edinburgh]

A. UCL Division of Psychology and Language Sciences
UCL Division of Psychology and Language Sciences is a leading academic department at University College London specializing in research and teaching across psychology, language, cognition, and related brain sciences.
B. Faculty of Philosophy, Languages and Human Sciences
The Faculty of Philosophy, Languages and Human Sciences is a major humanities and social sciences school within the University of São Paulo, known for its influential research and teaching in fields such as philosophy, literature, linguistics, history, and social sciences.
C. School of Psychological Sciences
The School of Psychological Sciences is an academic division of the University of Indianapolis that offers education and training in psychology and related behavioral sciences.
D. School of Psychology
The School of Psychology at the University of Derby is an academic department that provides teaching and research in psychological science and related disciplines.
E. School of Psychology
The School of Psychology is a graduate academic division of Fuller Theological Seminary that integrates psychological training with theological and spiritual perspectives.
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: School of Philosophy, Psychology and Language Sciences, University of Edinburgh
Triple: [Geoffrey Pullum, employer, School of Philosophy, Psychology and Language Sciences, University of Edinburgh]

Generated description

The School of Philosophy, Psychology and Language Sciences at the University of Edinburgh is an academic division that brings together research and teaching in mind, language, and human behavior, encompassing disciplines such as philosophy, linguistics, and psychology.

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

Target entity: School of Philosophy, Psychology and Language Sciences, University of Edinburgh
Target entity description: The School of Philosophy, Psychology and Language Sciences at the University of Edinburgh is an academic division that brings together research and teaching in mind, language, and human behavior, encompassing disciplines such as philosophy, linguistics, and psychology.

A. UCL Division of Psychology and Language Sciences
UCL Division of Psychology and Language Sciences is a leading academic department at University College London specializing in research and teaching across psychology, language, cognition, and related brain sciences.
B. Faculty of Philosophy, Languages and Human Sciences
The Faculty of Philosophy, Languages and Human Sciences is a major humanities and social sciences school within the University of São Paulo, known for its influential research and teaching in fields such as philosophy, literature, linguistics, history, and social sciences.
C. School of Psychological Sciences
The School of Psychological Sciences is an academic division of the University of Indianapolis that offers education and training in psychology and related behavioral sciences.
D. School of Psychology
The School of Psychology at the University of Derby is an academic department that provides teaching and research in psychological science and related disciplines.
E. School of Psychology
The School of Psychology is a graduate academic division of Fuller Theological Seminary that integrates psychological training with theological and spiritual perspectives.
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_69d886cd18288190b006abab23f811b7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d8f6a0c08190a838279b83b55b72`	completed	April 18, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a012338a95c8190951db96209edb61a`	completed	May 11, 2026, 12:30 a.m.
NEDg	Description generation	`batch_6a01241510048190ae1c459873f8a587`	completed	May 11, 2026, 12:34 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0124e389908190b2ee3121be2c9383`	completed	May 11, 2026, 12:37 a.m.

Created at: April 10, 2026, 5:33 a.m.