Triple

T3597885
Position Surface form Disambiguated ID Type / Status
Subject Glenn Howerton E76183 entity
Predicate appearedIn P795 FINISHED
Object A.P. Bio
A.P. Bio is an American sitcom about a disgraced Harvard philosophy scholar who, instead of teaching his high school biology class, uses his students to get revenge on those he believes have wronged him.
E372128 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: A.P. Bio | Statement: [Glenn Howerton, appearedIn, A.P. Bio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A.P. Bio
Context triple: [Glenn Howerton, appearedIn, A.P. Bio]
  • A. AP exams
    AP exams are standardized, college-level subject tests taken by high school students to potentially earn college credit and advanced placement.
  • B. AIP
    AIP is a far-right political party in the United States known for its origins in the 1968 presidential campaign of segregationist candidate George Wallace.
  • C. AIP
    AIP is a leading U.S.-based professional organization that advances and disseminates knowledge in the physical sciences through research publications, education, and advocacy.
  • D. ANP
    ANP is the national police force of Afghanistan responsible for law enforcement, public order, and internal security across the country.
  • E. GRE Subject Tests
    The GRE Subject Tests are standardized exams that assess in-depth knowledge of specific academic disciplines, typically used by graduate programs to evaluate applicants’ subject-matter proficiency.
  • 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: A.P. Bio
Triple: [Glenn Howerton, appearedIn, A.P. Bio]
Generated description
A.P. Bio is an American sitcom about a disgraced Harvard philosophy scholar who, instead of teaching his high school biology class, uses his students to get revenge on those he believes have wronged him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A.P. Bio
Target entity description: A.P. Bio is an American sitcom about a disgraced Harvard philosophy scholar who, instead of teaching his high school biology class, uses his students to get revenge on those he believes have wronged him.
  • A. AP exams
    AP exams are standardized, college-level subject tests taken by high school students to potentially earn college credit and advanced placement.
  • B. AIP
    AIP is a far-right political party in the United States known for its origins in the 1968 presidential campaign of segregationist candidate George Wallace.
  • C. AIP
    AIP is a leading U.S.-based professional organization that advances and disseminates knowledge in the physical sciences through research publications, education, and advocacy.
  • D. ANP
    ANP is the national police force of Afghanistan responsible for law enforcement, public order, and internal security across the country.
  • E. GRE Subject Tests
    The GRE Subject Tests are standardized exams that assess in-depth knowledge of specific academic disciplines, typically used by graduate programs to evaluate applicants’ subject-matter proficiency.
  • 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_69ad85d8042081908af94a04c410dec0 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc19c71608190a87c98214321214c completed March 8, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b40316ebdc819088eb21b7087fb7e7 completed March 13, 2026, 12:29 p.m.
NEDg Description generation batch_69b406f095488190b4543fa8008fe86c completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b408744dcc819081308b7182a40c88 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.