Triple

T13537481
Position Surface form Disambiguated ID Type / Status
Subject Army Wives E323298 entity
Predicate mainCharacter P1183 FINISHED
Object Denise Sherwood
Denise Sherwood is a central character on the television drama "Army Wives," portrayed as a compassionate nurse and military spouse navigating the challenges of Army family life.
E1126255 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: Denise Sherwood | Statement: [Army Wives, mainCharacter, Denise Sherwood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Denise Sherwood
Context triple: [Army Wives, mainCharacter, Denise Sherwood]
  • A. Denise Nickerson
    Denise Nickerson was an American actress best known for playing Violet Beauregarde in the 1971 film "Willy Wonka & the Chocolate Factory."
  • B. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • C. Denise Johnson
    Denise Johnson is a fictional character who serves as one of the central figures in the television sitcom "Love, Inc.," which follows a group of professional matchmakers navigating their clients' and their own romantic lives.
  • D. Denise Johnson
    Denise Johnson was a British soul and rock singer best known for her powerful vocals with the band A Certain Ratio and her acclaimed work with acts like Primal Scream.
  • E. Donna Moss
    Donna Moss is a key fictional character on the television series "The West Wing," known for her role as Josh Lyman’s witty and capable assistant who evolves into a significant political operative.
  • 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: Denise Sherwood
Triple: [Army Wives, mainCharacter, Denise Sherwood]
Generated description
Denise Sherwood is a central character on the television drama "Army Wives," portrayed as a compassionate nurse and military spouse navigating the challenges of Army family life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Denise Sherwood
Target entity description: Denise Sherwood is a central character on the television drama "Army Wives," portrayed as a compassionate nurse and military spouse navigating the challenges of Army family life.
  • A. Denise Nickerson
    Denise Nickerson was an American actress best known for playing Violet Beauregarde in the 1971 film "Willy Wonka & the Chocolate Factory."
  • B. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • C. Denise Johnson
    Denise Johnson is a fictional character who serves as one of the central figures in the television sitcom "Love, Inc.," which follows a group of professional matchmakers navigating their clients' and their own romantic lives.
  • D. Denise Johnson
    Denise Johnson was a British soul and rock singer best known for her powerful vocals with the band A Certain Ratio and her acclaimed work with acts like Primal Scream.
  • E. Donna Moss
    Donna Moss is a key fictional character on the television series "The West Wing," known for her role as Josh Lyman’s witty and capable assistant who evolves into a significant political operative.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbe39948190808062d4eff91841 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b366470819093a74828e2a85116 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c2b7ec08190ba0b4a30cbb738e8 completed May 8, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69fe6fff4f408190ac51668da19db284 completed May 8, 2026, 11:21 p.m.
Created at: April 9, 2026, 9:45 p.m.