Triple

T7571335
Position Surface form Disambiguated ID Type / Status
Subject Lahore University of Management Sciences E179245 entity
Predicate hasStudentOrganization P1855 FINISHED
Object LUMS Dramatic Society
LUMS Dramatic Society is a student-run performing arts group at the Lahore University of Management Sciences known for staging theatrical productions and promoting drama on campus.
E673699 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: LUMS Dramatic Society | Statement: [Lahore University of Management Sciences, hasStudentOrganization, LUMS Dramatic Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LUMS Dramatic Society
Context triple: [Lahore University of Management Sciences, hasStudentOrganization, LUMS Dramatic Society]
  • A. Cambridge University Amateur Dramatic Club
    Cambridge University Amateur Dramatic Club is one of the oldest and most prominent student drama societies at the University of Cambridge, known for producing a wide range of theatrical performances and nurturing notable acting and writing talent.
  • B. Oxford University Dramatic Society
    The Oxford University Dramatic Society is a renowned student-run theatre organization at the University of Oxford, known for producing plays and nurturing acting and directing talent that often progresses to professional stages.
  • C. Cambridge University Footlights Dramatic Club
    The Cambridge University Footlights Dramatic Club is a renowned student comedy and theatrical society at the University of Cambridge, famous for launching the careers of many prominent British comedians and actors.
  • D. Manchester University Theatre
    Manchester University Theatre was the original name of what is now Contact Theatre, a prominent performance venue and arts organization in Manchester, England.
  • E. Redroofs Theatre School
    Redroofs Theatre School is a British performing arts school known for training young actors and entertainers, including acclaimed alumna Kate Winslet.
  • 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: LUMS Dramatic Society
Triple: [Lahore University of Management Sciences, hasStudentOrganization, LUMS Dramatic Society]
Generated description
LUMS Dramatic Society is a student-run performing arts group at the Lahore University of Management Sciences known for staging theatrical productions and promoting drama on campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LUMS Dramatic Society
Target entity description: LUMS Dramatic Society is a student-run performing arts group at the Lahore University of Management Sciences known for staging theatrical productions and promoting drama on campus.
  • A. Cambridge University Amateur Dramatic Club
    Cambridge University Amateur Dramatic Club is one of the oldest and most prominent student drama societies at the University of Cambridge, known for producing a wide range of theatrical performances and nurturing notable acting and writing talent.
  • B. Oxford University Dramatic Society
    The Oxford University Dramatic Society is a renowned student-run theatre organization at the University of Oxford, known for producing plays and nurturing acting and directing talent that often progresses to professional stages.
  • C. Cambridge University Footlights Dramatic Club
    The Cambridge University Footlights Dramatic Club is a renowned student comedy and theatrical society at the University of Cambridge, famous for launching the careers of many prominent British comedians and actors.
  • D. Manchester University Theatre
    Manchester University Theatre was the original name of what is now Contact Theatre, a prominent performance venue and arts organization in Manchester, England.
  • E. Redroofs Theatre School
    Redroofs Theatre School is a British performing arts school known for training young actors and entertainers, including acclaimed alumna Kate Winslet.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f921b458819092e565a4d099bbaf completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856e7c5b48190b6f53f8d14ea753d completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c858aea4fc81908be95d0d4e3f1072 completed March 28, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69c85919f85081908558f8e8d4b9d057 completed March 28, 2026, 10:41 p.m.
Created at: March 27, 2026, 3:51 p.m.