Triple

T18548091
Position Surface form Disambiguated ID Type / Status
Subject Lip Gallagher E453289 entity
Predicate education P5 FINISHED
Object attended Chicago Polytechnic (fictional college)
Attended Chicago Polytechnic is a fictional college featured in the TV series "Shameless," where Lip Gallagher enrolls to pursue his higher education.
 E1330556 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: attended Chicago Polytechnic (fictional college) | Statement: [Lip Gallagher, education, attended Chicago Polytechnic (fictional college)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: attended Chicago Polytechnic (fictional college)
Context triple: [Lip Gallagher, education, attended Chicago Polytechnic (fictional college)]
  • A. Chicago Campus
    Chicago Campus is Roosevelt University’s primary urban campus located in downtown Chicago, Illinois.
  • B. Chicago main campus
    Chicago main campus is the primary urban campus of Moody Bible Institute, located in the heart of Chicago and serving as its central hub for theological education and ministry training.
  • C. Northwestern University campus in Chicago
    The Northwestern University campus in Chicago is the university’s urban medical and professional hub, housing its Feinberg School of Medicine, law school, and affiliated research and clinical facilities in the city’s downtown area.
  • D. Columbia College Chicago (downtown campus)
    Columbia College Chicago (downtown campus) is an arts- and media-focused college campus located in Chicago’s central Loop district.
  • E. Illinois Institute of Technology
    Illinois Institute of Technology is a private research university in Chicago known for its strong engineering, architecture, and technology programs.
  • 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: attended Chicago Polytechnic (fictional college)
Triple: [Lip Gallagher, education, attended Chicago Polytechnic (fictional college)]
Generated description
Attended Chicago Polytechnic is a fictional college featured in the TV series "Shameless," where Lip Gallagher enrolls to pursue his higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: attended Chicago Polytechnic (fictional college)
Target entity description: Attended Chicago Polytechnic is a fictional college featured in the TV series "Shameless," where Lip Gallagher enrolls to pursue his higher education.
  • A. Chicago Campus
    Chicago Campus is Roosevelt University’s primary urban campus located in downtown Chicago, Illinois.
  • B. Chicago main campus
    Chicago main campus is the primary urban campus of Moody Bible Institute, located in the heart of Chicago and serving as its central hub for theological education and ministry training.
  • C. Northwestern University campus in Chicago
    The Northwestern University campus in Chicago is the university’s urban medical and professional hub, housing its Feinberg School of Medicine, law school, and affiliated research and clinical facilities in the city’s downtown area.
  • D. Columbia College Chicago (downtown campus)
    Columbia College Chicago (downtown campus) is an arts- and media-focused college campus located in Chicago’s central Loop district.
  • E. Illinois Institute of Technology
    Illinois Institute of Technology is a private research university in Chicago known for its strong engineering, architecture, and technology programs.
  • 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e534be2298819095f637065fc2724e completed April 19, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049add8acc8190b00aeae2555ca593 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049bf32520819091b9deaba331f9ca completed May 13, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_6a049ccb59108190870c11bd11949f3b completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:38 a.m.