Triple

T15355246
Position Surface form Disambiguated ID Type / Status
Subject Office Space E367154 entity
Predicate mainCharacter P1183 FINISHED
Object Bill Lumbergh
Bill Lumbergh is the passive-aggressive, micromanaging corporate boss and primary antagonist in the cult comedy film "Office Space."
 E1151092 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: Bill Lumbergh | Statement: [Office Space, mainCharacter, Bill Lumbergh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Lumbergh
Context triple: [Office Space, mainCharacter, Bill Lumbergh]
  • A. Dave Lizewski
    Dave Lizewski is the ordinary teenager who becomes the amateur costumed vigilante Kick-Ass in the Kick-Ass comic book and film series.
  • B. Bertram Gilfoyle
    Bertram Gilfoyle is a sardonic, highly skilled systems architect and security engineer from the TV series "Silicon Valley," known for his deadpan humor and rivalry with Dinesh Chugtai.
  • C. Mose Schrute
    Mose Schrute is a socially awkward, eccentric beet farmer and Dwight Schrute’s cousin who lives and works at Schrute Farms in the U.S. version of The Office.
  • D. Dwight Schrute
    Dwight Schrute is an eccentric, intensely loyal and competitive paper salesman and beet farmer best known as the quirky assistant to the regional manager on the U.S. version of The Office.
  • E. John Winger
    John Winger is the wisecracking, laid-back Army recruit played by Bill Murray in the 1981 comedy film "Stripes."
  • 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: Bill Lumbergh
Triple: [Office Space, mainCharacter, Bill Lumbergh]
Generated description
Bill Lumbergh is the passive-aggressive, micromanaging corporate boss and primary antagonist in the cult comedy film "Office Space."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Lumbergh
Target entity description: Bill Lumbergh is the passive-aggressive, micromanaging corporate boss and primary antagonist in the cult comedy film "Office Space."
  • A. Dave Lizewski
    Dave Lizewski is the ordinary teenager who becomes the amateur costumed vigilante Kick-Ass in the Kick-Ass comic book and film series.
  • B. Bertram Gilfoyle
    Bertram Gilfoyle is a sardonic, highly skilled systems architect and security engineer from the TV series "Silicon Valley," known for his deadpan humor and rivalry with Dinesh Chugtai.
  • C. Mose Schrute
    Mose Schrute is a socially awkward, eccentric beet farmer and Dwight Schrute’s cousin who lives and works at Schrute Farms in the U.S. version of The Office.
  • D. Dwight Schrute
    Dwight Schrute is an eccentric, intensely loyal and competitive paper salesman and beet farmer best known as the quirky assistant to the regional manager on the U.S. version of The Office.
  • E. John Winger
    John Winger is the wisecracking, laid-back Army recruit played by Bill Murray in the 1981 comedy film "Stripes."
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e2c00648190ae2325e1ee58dcfd completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff02012fa48190a108f1ca710ffb15 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02d0d0188190b6414a52bf8e6e54 completed May 9, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ff037ddf1c8190b7c93c1b3edf33e8 completed May 9, 2026, 9:50 a.m.
Created at: April 10, 2026, 3:18 a.m.