Triple

T16810767
Position Surface form Disambiguated ID Type / Status
Subject Roddy Piper E408600 entity
Predicate notableWork P4 FINISHED
Object Hell Comes to Frogtown
Hell Comes to Frogtown is a 1988 post-apocalyptic sci-fi action comedy film known for its campy tone and starring professional wrestler Roddy Piper as a reluctant hero in a world overrun by mutant frogs.
 E1234483 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: Hell Comes to Frogtown | Statement: [Roddy Piper, notableWork, Hell Comes to Frogtown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hell Comes to Frogtown
Context triple: [Roddy Piper, notableWork, Hell Comes to Frogtown]
  • A. Murder City
    "Murder City" is a punk rock song by Green Day from their politically charged concept album *21st Century Breakdown*.
  • B. Murder City
    Murder City is a British television crime drama series featuring Tom Wisdom in a prominent role.
  • C. Cry of the City
    Cry of the City is a 1948 film noir crime drama directed by Robert Siodmak, known for its gritty depiction of urban corruption and moral ambiguity in postwar New York City.
  • D. Tell ’Em I’m Gone
    Tell ’Em I’m Gone is a blues- and roots-influenced studio album by British singer-songwriter Cat Stevens, released after his return to recording under the name Yusuf.
  • E. The Slaughter Pen
    The Slaughter Pen is a rocky, boulder-strewn area on the Gettysburg battlefield known for its intense and deadly close-quarters fighting during the Battle of Gettysburg.
  • 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: Hell Comes to Frogtown
Triple: [Roddy Piper, notableWork, Hell Comes to Frogtown]
Generated description
Hell Comes to Frogtown is a 1988 post-apocalyptic sci-fi action comedy film known for its campy tone and starring professional wrestler Roddy Piper as a reluctant hero in a world overrun by mutant frogs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hell Comes to Frogtown
Target entity description: Hell Comes to Frogtown is a 1988 post-apocalyptic sci-fi action comedy film known for its campy tone and starring professional wrestler Roddy Piper as a reluctant hero in a world overrun by mutant frogs.
  • A. Murder City
    "Murder City" is a punk rock song by Green Day from their politically charged concept album *21st Century Breakdown*.
  • B. Murder City
    Murder City is a British television crime drama series featuring Tom Wisdom in a prominent role.
  • C. Cry of the City
    Cry of the City is a 1948 film noir crime drama directed by Robert Siodmak, known for its gritty depiction of urban corruption and moral ambiguity in postwar New York City.
  • D. Tell ’Em I’m Gone
    Tell ’Em I’m Gone is a blues- and roots-influenced studio album by British singer-songwriter Cat Stevens, released after his return to recording under the name Yusuf.
  • E. The Slaughter Pen
    The Slaughter Pen is a rocky, boulder-strewn area on the Gettysburg battlefield known for its intense and deadly close-quarters fighting during the Battle of Gettysburg.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2cf680c8190bcd640570c524918 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b290d8e4819082880444b42ffa43 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b33f21a48190b3178aa1241bb85a completed May 10, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3afb3708190ab7d78561a2e778c completed May 10, 2026, 4:34 p.m.
Created at: April 10, 2026, 5:23 a.m.