Triple

T14361044
Position Surface form Disambiguated ID Type / Status
Subject The Invisible War E356099 entity
Predicate producer P490 FINISHED
Object Amy Ziering
Amy Ziering is an American documentary film producer known for hard-hitting investigative works on sexual assault and systemic abuse, including the acclaimed film "The Invisible War."
E1101387 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: Amy Ziering | Statement: [The Invisible War, producer, Amy Ziering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Ziering
Context triple: [The Invisible War, producer, Amy Ziering]
  • A. Ian Ziering
    Ian Ziering is an American actor best known for playing Steve Sanders on the television series "Beverly Hills, 90210" and for starring in the "Sharknado" film franchise.
  • B. Emily VanCamp
    Emily VanCamp is a Canadian actress best known for her leading role as Emily Thorne/Amanda Clarke on the television drama series "Revenge" and for playing Sharon Carter in the Marvel Cinematic Universe.
  • C. Stephanie Zimbalist
    Stephanie Zimbalist is an American actress best known for her role as Laura Holt in the 1980s television series "Remington Steele."
  • D. Melissa Bernstein
    Melissa Bernstein is an American television and film producer best known for her work on acclaimed series such as Breaking Bad and Better Call Saul, as well as their related projects.
  • E. Kirsten Longacre
    Kirsten Longacre is a fictional character portrayed by Sophie Rundle, best known as the dedicated and resourceful lead nurse in the British medical drama series "The Good Karma Hospital."
  • 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: Amy Ziering
Triple: [The Invisible War, producer, Amy Ziering]
Generated description
Amy Ziering is an American documentary film producer known for hard-hitting investigative works on sexual assault and systemic abuse, including the acclaimed film "The Invisible War."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Ziering
Target entity description: Amy Ziering is an American documentary film producer known for hard-hitting investigative works on sexual assault and systemic abuse, including the acclaimed film "The Invisible War."
  • A. Ian Ziering
    Ian Ziering is an American actor best known for playing Steve Sanders on the television series "Beverly Hills, 90210" and for starring in the "Sharknado" film franchise.
  • B. Emily VanCamp
    Emily VanCamp is a Canadian actress best known for her leading role as Emily Thorne/Amanda Clarke on the television drama series "Revenge" and for playing Sharon Carter in the Marvel Cinematic Universe.
  • C. Stephanie Zimbalist
    Stephanie Zimbalist is an American actress best known for her role as Laura Holt in the 1980s television series "Remington Steele."
  • D. Melissa Bernstein
    Melissa Bernstein is an American television and film producer best known for her work on acclaimed series such as Breaking Bad and Better Call Saul, as well as their related projects.
  • E. Kirsten Longacre
    Kirsten Longacre is a fictional character portrayed by Sophie Rundle, best known as the dedicated and resourceful lead nurse in the British medical drama series "The Good Karma Hospital."
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f54bfb08190a27c0d12731acec2 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd647f92348190ba4eb9a420e23ca1 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd684791f88190af230735cbacd35f completed May 8, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69fd68aa12088190817d3fdd7c74c844 completed May 8, 2026, 4:38 a.m.
Created at: April 10, 2026, 1:15 a.m.