Triple

T3700042
Position Surface form Disambiguated ID Type / Status
Subject Liverpool Hope University E78554 entity
Predicate hasStudentUnion P1855 FINISHED
Object Liverpool Hope Students’ Union
Liverpool Hope Students’ Union is the representative body that supports, advocates for, and provides activities and services for students at Liverpool Hope University.
 E381027 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: Liverpool Hope Students’ Union | Statement: [Liverpool Hope University, hasStudentUnion, Liverpool Hope Students’ Union]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liverpool Hope Students’ Union
Context triple: [Liverpool Hope University, hasStudentUnion, Liverpool Hope Students’ Union]
  • A. Southampton University Students' Union
    Southampton University Students' Union is the representative body and social hub for students at the University of Southampton, providing support, activities, and services across its campuses.
  • B. Liverpool Hope University
    Liverpool Hope University is a public university in Liverpool, England, known for its strong focus on teaching quality, liberal arts, and teacher education.
  • C. Lancaster University Students' Union
    Lancaster University Students' Union is the representative body and service organization for students at Lancaster University, providing advocacy, activities, societies, and support.
  • D. Portsmouth Students’ Union
    Portsmouth Students’ Union is the representative body and support organization for students at the University of Portsmouth, providing services, activities, and advocacy.
  • E. Queen Mary Students’ Union
    Queen Mary Students’ Union is the representative body and social hub for students at Queen Mary University of London, providing support, activities, and advocacy on their behalf.
  • 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: Liverpool Hope Students’ Union
Triple: [Liverpool Hope University, hasStudentUnion, Liverpool Hope Students’ Union]
Generated description
Liverpool Hope Students’ Union is the representative body that supports, advocates for, and provides activities and services for students at Liverpool Hope University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liverpool Hope Students’ Union
Target entity description: Liverpool Hope Students’ Union is the representative body that supports, advocates for, and provides activities and services for students at Liverpool Hope University.
  • A. Southampton University Students' Union
    Southampton University Students' Union is the representative body and social hub for students at the University of Southampton, providing support, activities, and services across its campuses.
  • B. Liverpool Hope University
    Liverpool Hope University is a public university in Liverpool, England, known for its strong focus on teaching quality, liberal arts, and teacher education.
  • C. Lancaster University Students' Union
    Lancaster University Students' Union is the representative body and service organization for students at Lancaster University, providing advocacy, activities, societies, and support.
  • D. Portsmouth Students’ Union
    Portsmouth Students’ Union is the representative body and support organization for students at the University of Portsmouth, providing services, activities, and advocacy.
  • E. Queen Mary Students’ Union
    Queen Mary Students’ Union is the representative body and social hub for students at Queen Mary University of London, providing support, activities, and advocacy on their behalf.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc514eb6c8190b3b74a603c717729 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3df86bc819088db92eecee69fd3 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7e579d4819090edfa8a858c40c4 completed March 14, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69b4c86511e48190872b3d85019bc013 completed March 14, 2026, 2:31 a.m.
Created at: March 8, 2026, 3:26 p.m.