Triple

T13701153
Position Surface form Disambiguated ID Type / Status
Subject The Pest E328519 entity
Predicate starring P1507 FINISHED
Object Tammy Townsend
Tammy Townsend is an American actress and singer best known for her roles in television series such as "Family Matters" and "K.C. Undercover."
 E1056886 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: Tammy Townsend | Statement: [The Pest, starring, Tammy Townsend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tammy Townsend
Context triple: [The Pest, starring, Tammy Townsend]
  • A. Tammy Campbell
    Tammy Campbell is the daughter of advertising executive Pete Campbell in the television series "Mad Men."
  • B. Tammy Collins
    Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Tammy Watson
    Tammy Watson is a notable individual recognized for achievements significant enough to be publicly recorded under the surname Watson.
  • E. Tammy Blanchard
    Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
  • 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: Tammy Townsend
Triple: [The Pest, starring, Tammy Townsend]
Generated description
Tammy Townsend is an American actress and singer best known for her roles in television series such as "Family Matters" and "K.C. Undercover."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tammy Townsend
Target entity description: Tammy Townsend is an American actress and singer best known for her roles in television series such as "Family Matters" and "K.C. Undercover."
  • A. Tammy Campbell
    Tammy Campbell is the daughter of advertising executive Pete Campbell in the television series "Mad Men."
  • B. Tammy Collins
    Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
  • C. Tammy Miller
    Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
  • D. Tammy Watson
    Tammy Watson is a notable individual recognized for achievements significant enough to be publicly recorded under the surname Watson.
  • E. Tammy Blanchard
    Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc879adc88190b03f1cf815b71061 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d50f34c8190ac5b4e09ab57baa9 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e77b5e88190a85f4061c8abb8a4 completed May 3, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f79fa5249481909b2c046ed9801371 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:54 p.m.