Triple

T5875089
Position Surface form Disambiguated ID Type / Status
Subject Holmesburg Prison E130605 entity
Predicate notableInmate P22 FINISHED
Object Gary Heidnik
Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
E553459 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: Gary Heidnik | Statement: [Holmesburg Prison, notableInmate, Gary Heidnik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Heidnik
Context triple: [Holmesburg Prison, notableInmate, Gary Heidnik]
  • A. Thomas Wincek
    Thomas Wincek is an American musician and multi-instrumentalist best known for his work in experimental and indie rock projects, including as a member of Volcano Choir.
  • B. Keith Neudecker
    Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
  • C. Marco Sturm
    Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
  • D. Jason Roeder
    Jason Roeder is an American drummer best known for his long-running role in the influential avant-garde metal band Neurosis.
  • E. John Matsko
    John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
  • 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: Gary Heidnik
Triple: [Holmesburg Prison, notableInmate, Gary Heidnik]
Generated description
Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Heidnik
Target entity description: Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
  • A. Thomas Wincek
    Thomas Wincek is an American musician and multi-instrumentalist best known for his work in experimental and indie rock projects, including as a member of Volcano Choir.
  • B. Keith Neudecker
    Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
  • C. Marco Sturm
    Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
  • D. Jason Roeder
    Jason Roeder is an American drummer best known for his long-running role in the influential avant-garde metal band Neurosis.
  • E. John Matsko
    John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035fc86308190851b282456bcd715 completed March 22, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12242dc819093ccd41c9705dd72 completed March 23, 2026, 3:18 a.m.
NEDg Description generation batch_69c0b1e5cdc081908d0d2b76701d20ea completed March 23, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0b24d7d148190901e233d815d21ad completed March 23, 2026, 3:23 a.m.
Created at: March 22, 2026, 3:57 p.m.