Triple

T13609166
Position Surface form Disambiguated ID Type / Status
Subject Amy Sherman-Palladino E325141 entity
Predicate birthName P65 FINISHED
Object Amy Sherman
Amy Sherman is an American television writer, director, and producer best known for creating the acclaimed series "Gilmore Girls" and "The Marvelous Mrs. Maisel."
 E1050596 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 Sherman | Statement: [Amy Sherman-Palladino, birthName, Amy Sherman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amy Sherman
Context triple: [Amy Sherman-Palladino, birthName, Amy Sherman]
  • A. Karyn Parsons
    Karyn Parsons is an American actress best known for playing the snobbish yet lovable Hilary Banks on the hit 1990s sitcom "The Fresh Prince of Bel-Air."
  • B. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • C. Diane Sherry
    Diane Sherry is an actress best known for playing Lana Lang in the 1978 superhero film "Superman."
  • D. Rachel Singer
    Rachel Singer is a former Mossad agent whose past mission to capture a Nazi war criminal haunts her decades later in the thriller film "The Debt."
  • E. Trina Shoemaker
    Trina Shoemaker is a Grammy-winning American record producer, engineer, and mixer known for her work with artists across rock, folk, and Americana genres.
  • 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 Sherman
Triple: [Amy Sherman-Palladino, birthName, Amy Sherman]
Generated description
Amy Sherman is an American television writer, director, and producer best known for creating the acclaimed series "Gilmore Girls" and "The Marvelous Mrs. Maisel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amy Sherman
Target entity description: Amy Sherman is an American television writer, director, and producer best known for creating the acclaimed series "Gilmore Girls" and "The Marvelous Mrs. Maisel."
  • A. Karyn Parsons
    Karyn Parsons is an American actress best known for playing the snobbish yet lovable Hilary Banks on the hit 1990s sitcom "The Fresh Prince of Bel-Air."
  • B. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • C. Diane Sherry
    Diane Sherry is an actress best known for playing Lana Lang in the 1978 superhero film "Superman."
  • D. Rachel Singer
    Rachel Singer is a former Mossad agent whose past mission to capture a Nazi war criminal haunts her decades later in the thriller film "The Debt."
  • E. Trina Shoemaker
    Trina Shoemaker is a Grammy-winning American record producer, engineer, and mixer known for her work with artists across rock, folk, and Americana genres.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07f462c8190b5b5e115d550037f completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f98286c8190a866b5edc21f1225 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f78125632881908d601ee4c4aaae35 completed May 3, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69f781e32cb48190abc83e65405ac8ac completed May 3, 2026, 5:12 p.m.
Created at: April 9, 2026, 9:50 p.m.