Triple

T4898591

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of St Andrews Students’ Association	`E109741`	entity
Predicate	hasOffice	`P1268`	FINISHED
Object	Association Accommodation Officer The Association Accommodation Officer is a student-elected representative at the University of St Andrews Students’ Association who supports and advocates for students on housing and accommodation issues.	`E478332`	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: Association Accommodation Officer | Statement: [University of St Andrews Students’ Association, hasOffice, Association Accommodation Officer]

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

Target entity: Association Accommodation Officer
Context triple: [University of St Andrews Students’ Association, hasOffice, Association Accommodation Officer]

A. Academy Secretary
The Academy Secretary is an executive officer responsible for overseeing administrative affairs and supporting the governance functions of the Academy’s Board of Governors.
B. Access and Equal Opportunities Officer
The Access and Equal Opportunities Officer is a student representative role responsible for promoting widening participation, inclusivity, and fair access within the Junior Combination Room community.
C. Hospitality Management Center
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
D. Academic Affairs Officer
The Academic Affairs Officer is a student representative responsible for overseeing and advocating on academic matters within the Junior Combination Room community.
E. Office of Scheduling and Advance
The Office of Scheduling and Advance is a White House unit responsible for planning the president’s schedule and coordinating the logistical and operational details of presidential events and travel.
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: Association Accommodation Officer
Triple: [University of St Andrews Students’ Association, hasOffice, Association Accommodation Officer]

Generated description

The Association Accommodation Officer is a student-elected representative at the University of St Andrews Students’ Association who supports and advocates for students on housing and accommodation issues.

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

Target entity: Association Accommodation Officer
Target entity description: The Association Accommodation Officer is a student-elected representative at the University of St Andrews Students’ Association who supports and advocates for students on housing and accommodation issues.

A. Academy Secretary
The Academy Secretary is an executive officer responsible for overseeing administrative affairs and supporting the governance functions of the Academy’s Board of Governors.
B. Access and Equal Opportunities Officer
The Access and Equal Opportunities Officer is a student representative role responsible for promoting widening participation, inclusivity, and fair access within the Junior Combination Room community.
C. Hospitality Management Center
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
D. Academic Affairs Officer
The Academic Affairs Officer is a student representative responsible for overseeing and advocating on academic matters within the Junior Combination Room community.
E. Office of Scheduling and Advance
The Office of Scheduling and Advance is a White House unit responsible for planning the president’s schedule and coordinating the logistical and operational details of presidential events and travel.
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_69bd4410bbf88190aad50d2451c863d6`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6e4adfc48190b35bf3ad59779bd8`	completed	March 20, 2026, 3:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be6fcda9748190a5101aed11ae14a8`	completed	March 21, 2026, 10:15 a.m.
NEDg	Description generation	`batch_69be707405008190ba1456544e8da593`	completed	March 21, 2026, 10:18 a.m.
NED2	Entity disambiguation (via description)	`batch_69be70e5537c8190b4db230932818a9c`	completed	March 21, 2026, 10:20 a.m.

Created at: March 20, 2026, 1:28 p.m.