Triple

T22090402
Position Surface form Disambiguated ID Type / Status
Subject Vice Principals E545897 entity
Predicate starring P1507 FINISHED
Object Kimberly Hébert Gregory
Kimberly Hébert Gregory is an American actress best known for her comedic and dramatic television roles, particularly in HBO series.
E1517803 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: Kimberly Hébert Gregory | Statement: [Vice Principals, starring, Kimberly Hébert Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kimberly Hébert Gregory
Context triple: [Vice Principals, starring, Kimberly Hébert Gregory]
  • A. Kathryn Kennish
    Kathryn Kennish is a central character on the television series "Switched at Birth," portrayed as a wealthy, outspoken mother whose life is upended when she discovers her daughter was switched at birth.
  • B. Jennifer Sallison
    Jennifer Sallison is a fictional character portrayed by actress Shari Headley, best known from her work in film and television.
  • C. Jacquelyn Ellen Smith
    Jacquelyn Ellen Smith is an American actress and businesswoman best known for her role as Kelly Garrett in the television series "Charlie's Angels" and for her successful fashion and home furnishings lines.
  • D. Kimberly Schlapman
    Kimberly Schlapman is an American country singer best known as a founding member and vocalist of the Grammy-winning group Little Big Town.
  • E. Jacquelyn Hyde
    Jacquelyn Hyde is an actress best known for her role in Woody Allen’s 1969 comedy film "Take the Money and Run."
  • 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: Kimberly Hébert Gregory
Triple: [Vice Principals, starring, Kimberly Hébert Gregory]
Generated description
Kimberly Hébert Gregory is an American actress best known for her comedic and dramatic television roles, particularly in HBO series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kimberly Hébert Gregory
Target entity description: Kimberly Hébert Gregory is an American actress best known for her comedic and dramatic television roles, particularly in HBO series.
  • A. Kathryn Kennish
    Kathryn Kennish is a central character on the television series "Switched at Birth," portrayed as a wealthy, outspoken mother whose life is upended when she discovers her daughter was switched at birth.
  • B. Jennifer Sallison
    Jennifer Sallison is a fictional character portrayed by actress Shari Headley, best known from her work in film and television.
  • C. Jacquelyn Ellen Smith
    Jacquelyn Ellen Smith is an American actress and businesswoman best known for her role as Kelly Garrett in the television series "Charlie's Angels" and for her successful fashion and home furnishings lines.
  • D. Kimberly Schlapman
    Kimberly Schlapman is an American country singer best known as a founding member and vocalist of the Grammy-winning group Little Big Town.
  • E. Jacquelyn Hyde
    Jacquelyn Hyde is an actress best known for her role in Woody Allen’s 1969 comedy film "Take the Money and Run."
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e53dfc81909858cdad8b09c5fb completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8799ebc48190b39cd8a5052ce126 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a890c64708190bf74c5c97b99bac9 completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89b055708190872548cefcfa0845 completed May 18, 2026, 3:38 a.m.
Created at: April 16, 2026, 8:29 p.m.