Triple

T13257982
Position Surface form Disambiguated ID Type / Status
Subject Farmington Division E315711 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Danielle "Danny" Sofer
Danielle "Danny" Sofer is a police officer character from the television series "The Shield," known for her work in the Farmington Division and her complex personal and professional relationships.
E1031634 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: Danielle "Danny" Sofer | Statement: [Farmington Division, associatedWithCharacter, Danielle "Danny" Sofer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danielle "Danny" Sofer
Context triple: [Farmington Division, associatedWithCharacter, Danielle "Danny" Sofer]
  • A. Danielle Judovits
    Danielle Judovits is an American voice actress known for her work in animated television series and video games.
  • B. Ariel Scheinermann
    Ariel Scheinermann, better known as Ariel Sharon, was an Israeli general and politician who served as the 11th Prime Minister of Israel and played a pivotal role in the country’s military and political history.
  • C. Danielle Lassner
    Danielle Lassner is the mother of television producer Andy Lassner, known for his work on "The Ellen DeGeneres Show."
  • D. Kayla Alpert
    Kayla Alpert is a television writer and producer known for her work on series such as the Netflix show "Wednesday."
  • E. Amanda Reifer
    Amanda Reifer is a Barbadian singer and former lead vocalist of the pop band Cover Drive who has gained wider recognition through high-profile collaborations in contemporary R&B and hip-hop.
  • 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: Danielle "Danny" Sofer
Triple: [Farmington Division, associatedWithCharacter, Danielle "Danny" Sofer]
Generated description
Danielle "Danny" Sofer is a police officer character from the television series "The Shield," known for her work in the Farmington Division and her complex personal and professional relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danielle "Danny" Sofer
Target entity description: Danielle "Danny" Sofer is a police officer character from the television series "The Shield," known for her work in the Farmington Division and her complex personal and professional relationships.
  • A. Danielle Judovits
    Danielle Judovits is an American voice actress known for her work in animated television series and video games.
  • B. Ariel Scheinermann
    Ariel Scheinermann, better known as Ariel Sharon, was an Israeli general and politician who served as the 11th Prime Minister of Israel and played a pivotal role in the country’s military and political history.
  • C. Danielle Lassner
    Danielle Lassner is the mother of television producer Andy Lassner, known for his work on "The Ellen DeGeneres Show."
  • D. Kayla Alpert
    Kayla Alpert is a television writer and producer known for her work on series such as the Netflix show "Wednesday."
  • E. Amanda Reifer
    Amanda Reifer is a Barbadian singer and former lead vocalist of the pop band Cover Drive who has gained wider recognition through high-profile collaborations in contemporary R&B and hip-hop.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98f7614fc8190a1cac076d706e9aa completed April 11, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a444b4c8190a5dd95460ac96cc7 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70d50b6148190a0cbc31d9937d59e completed May 3, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69f70e14389881908787a64ddead9707 completed May 3, 2026, 8:57 a.m.
Created at: April 9, 2026, 9:25 p.m.