Triple

T235627

Position	Surface form	Disambiguated ID	Type / Status
Subject	Adam Smith	`E4818`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Balliol College, Oxford Balliol College, Oxford is one of the oldest and most prestigious constituent colleges of the University of Oxford, renowned for its academic excellence and influential alumni.	`E82286`	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: Balliol College, Oxford | Statement: [Adam Smith, educatedAt, Balliol College, Oxford]

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

Target entity: Balliol College, Oxford
Context triple: [Adam Smith, educatedAt, Balliol College, Oxford]

A. Exeter College, Oxford
Exeter College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic campus, strong academic tradition, and notable alumni across the sciences, humanities, and public life.
B. Merton College, Oxford
Merton College, Oxford is one of the constituent colleges of the University of Oxford, renowned for its historic architecture and strong academic tradition.
C. The Queen's College, Oxford
The Queen's College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic architecture and distinguished alumni including World Wide Web inventor Tim Berners-Lee.
D. Trinity College, Oxford
Trinity College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic architecture, academic excellence, and central location in Oxford, England.
E. St John’s College, Cambridge
St John’s College, Cambridge is one of the largest and most historic constituent colleges of the University of Cambridge, renowned for its grand architecture, academic excellence, and strong traditions.
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: Balliol College, Oxford
Triple: [Adam Smith, educatedAt, Balliol College, Oxford]

Generated description

Balliol College, Oxford is one of the oldest and most prestigious constituent colleges of the University of Oxford, renowned for its academic excellence and influential alumni.

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

Target entity: Balliol College, Oxford
Target entity description: Balliol College, Oxford is one of the oldest and most prestigious constituent colleges of the University of Oxford, renowned for its academic excellence and influential alumni.

A. Exeter College, Oxford
Exeter College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic campus, strong academic tradition, and notable alumni across the sciences, humanities, and public life.
B. Merton College, Oxford
Merton College, Oxford is one of the constituent colleges of the University of Oxford, renowned for its historic architecture and strong academic tradition.
C. The Queen's College, Oxford
The Queen's College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic architecture and distinguished alumni including World Wide Web inventor Tim Berners-Lee.
D. Trinity College, Oxford
Trinity College, Oxford is one of the constituent colleges of the University of Oxford, known for its historic architecture, academic excellence, and central location in Oxford, England.
E. St John’s College, Cambridge
St John’s College, Cambridge is one of the largest and most historic constituent colleges of the University of Cambridge, renowned for its grand architecture, academic excellence, and strong traditions.
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_69a257c3d0708190b0871c4269d273e6`	completed	Feb. 28, 2026, 2:49 a.m.
NER	Named-entity recognition	`batch_69a25ccab7648190be6e4f5febc1e313`	completed	Feb. 28, 2026, 3:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a5c38608948190b1fc28a2fec670ea`	completed	March 2, 2026, 5:06 p.m.
NEDg	Description generation	`batch_69a5c3e18df88190b4e3cc8512a4da15`	completed	March 2, 2026, 5:07 p.m.
NED2	Entity disambiguation (via description)	`batch_69a5cce2731081909573adb01747160f`	completed	March 2, 2026, 5:46 p.m.

Created at: Feb. 28, 2026, 2:53 a.m.