Triple

T8037928
Position Surface form Disambiguated ID Type / Status
Subject Michael Rotenberg E187157 entity
Predicate notableWork P4 FINISHED
Object Tacoma FD
Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
 E708632 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: Tacoma FD | Statement: [Michael Rotenberg, notableWork, Tacoma FD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tacoma FD
Context triple: [Michael Rotenberg, notableWork, Tacoma FD]
  • A. Portland Fire & Rescue
    Portland Fire & Rescue is the primary fire protection and emergency medical services agency serving the city of Portland, Oregon.
  • B. Troy Fire Department
    The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
  • C. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • D. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • 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: Tacoma FD
Triple: [Michael Rotenberg, notableWork, Tacoma FD]
Generated description
Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tacoma FD
Target entity description: Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
  • A. Portland Fire & Rescue
    Portland Fire & Rescue is the primary fire protection and emergency medical services agency serving the city of Portland, Oregon.
  • B. Troy Fire Department
    The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
  • C. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • D. Bellevue Fire Department
    The Bellevue Fire Department is a municipal fire and emergency services agency in Washington State that provides fire protection, emergency medical response, and related public safety services to Bellevue and neighboring communities such as Medina.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • 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_69ca82ae2d1081909dbfee42b41db419 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f19a6b4819085e2887fb0c54d08 completed March 31, 2026, 3:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc570090a48190b84ba8325563148e completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58ecd0608190ab0880992bc203fb completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc2f71081909cb7c0c245368edb completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:23 p.m.