Triple

T8851560
Position Surface form Disambiguated ID Type / Status
Subject Sheryl Lee Ralph E210648 entity
Predicate notableRole P22 FINISHED
Object Barbara Howard in Abbott Elementary
Barbara Howard in Abbott Elementary is a devout, old-school kindergarten teacher whose traditional methods and stern but caring demeanor often clash humorously with the newer approaches at the underfunded Philadelphia public school.
E666308 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: Barbara Howard in Abbott Elementary | Statement: [Sheryl Lee Ralph, notableRole, Barbara Howard in Abbott Elementary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Howard in Abbott Elementary
Context triple: [Sheryl Lee Ralph, notableRole, Barbara Howard in Abbott Elementary]
  • A. Phyllis Smith
    Phyllis Smith is an American actress best known for playing the soft-spoken saleswoman Phyllis Vance on the U.S. version of the television series "The Office."
  • B. Rashida Jones
    Rashida Jones is an American actress, writer, and producer known for roles in television series like "Parks and Recreation" and films such as "The Social Network," as well as her work behind the scenes as a screenwriter and filmmaker.
  • C. Sherri Shepherd
    Sherri Shepherd is an American actress, comedian, and television personality best known as a former co-host of the daytime talk show "The View" and for her roles in numerous film and TV comedies.
  • D. Kathryn Hahn
    Kathryn Hahn is an American actress and comedian known for her versatile roles in film and television, including prominent work in comedies and voice acting.
  • E. Yvette Nicole Brown
    Yvette Nicole Brown is an American actress and comedian best known for her role as Shirley Bennett on the TV series "Community" and for numerous film and television appearances.
  • 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: Barbara Howard in Abbott Elementary
Triple: [Sheryl Lee Ralph, notableRole, Barbara Howard in Abbott Elementary]
Generated description
Barbara Howard in Abbott Elementary is a devout, old-school kindergarten teacher whose traditional methods and stern but caring demeanor often clash humorously with the newer approaches at the underfunded Philadelphia public school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Howard in Abbott Elementary
Target entity description: Barbara Howard in Abbott Elementary is a devout, old-school kindergarten teacher whose traditional methods and stern but caring demeanor often clash humorously with the newer approaches at the underfunded Philadelphia public school.
  • A. Phyllis Smith
    Phyllis Smith is an American actress best known for playing the soft-spoken saleswoman Phyllis Vance on the U.S. version of the television series "The Office."
  • B. Rashida Jones
    Rashida Jones is an American actress, writer, and producer known for roles in television series like "Parks and Recreation" and films such as "The Social Network," as well as her work behind the scenes as a screenwriter and filmmaker.
  • C. Sherri Shepherd
    Sherri Shepherd is an American actress, comedian, and television personality best known as a former co-host of the daytime talk show "The View" and for her roles in numerous film and TV comedies.
  • D. Kathryn Hahn
    Kathryn Hahn is an American actress and comedian known for her versatile roles in film and television, including prominent work in comedies and voice acting.
  • E. Yvette Nicole Brown chosen
    Yvette Nicole Brown is an American actress and comedian best known for her role as Shirley Bennett on the TV series "Community" and for numerous film and television appearances.
  • F. None of above.

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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c3c5548190926e374bbe592180 completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08315fc8190b901adfc76348e18 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa2a53044819099aa7bb401cd4ba6 completed April 3, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69cfa3a03b7c819085fa31d853c79392 completed April 3, 2026, 11:25 a.m.
Created at: March 30, 2026, 6:49 p.m.