Triple

T8270821
Position Surface form Disambiguated ID Type / Status
Subject Lipstick Jungle E193422 entity
Predicate creator P184 FINISHED
Object Eileen Heisler
Eileen Heisler is an American television writer and producer best known for co-creating the series Lipstick Jungle and The Middle.
E818317 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: Eileen Heisler | Statement: [Lipstick Jungle, creator, Eileen Heisler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eileen Heisler
Context triple: [Lipstick Jungle, creator, Eileen Heisler]
  • A. Eileen Pardee
    Eileen Pardee is known as the former spouse of Anthony Dryden Marshall, the American theatrical producer and son of philanthropist Brooke Astor.
  • B. Sylvia Weis
    Sylvia Weis is a central character in the science-fiction film "In Time," portrayed as a wealthy young woman who becomes an ally and love interest to the protagonist in his fight against a time-based class system.
  • C. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • D. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • E. Judith Hoag
    Judith Hoag is an American actress best known for her roles in the original Teenage Mutant Ninja Turtles film and Disney Channel’s Halloweentown series.
  • 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: Eileen Heisler
Triple: [Lipstick Jungle, creator, Eileen Heisler]
Generated description
Eileen Heisler is an American television writer and producer best known for co-creating the series Lipstick Jungle and The Middle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eileen Heisler
Target entity description: Eileen Heisler is an American television writer and producer best known for co-creating the series Lipstick Jungle and The Middle.
  • A. Eileen Pardee
    Eileen Pardee is known as the former spouse of Anthony Dryden Marshall, the American theatrical producer and son of philanthropist Brooke Astor.
  • B. Sylvia Weis
    Sylvia Weis is a central character in the science-fiction film "In Time," portrayed as a wealthy young woman who becomes an ally and love interest to the protagonist in his fight against a time-based class system.
  • C. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • D. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • E. Judith Hoag
    Judith Hoag is an American actress best known for her roles in the original Teenage Mutant Ninja Turtles film and Disney Channel’s Halloweentown series.
  • 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_69ca82e14ae481908ffdb822cd2192bc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7986f8cc8190a529dda980dd6e98 completed March 31, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1aef47b908190a7aff84fbf2759db completed April 5, 2026, 12:38 a.m.
NEDg Description generation batch_69d1b06d39b48190adaadbc81b4ffb9a completed April 5, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1511c7c8190ba7bc691ab2d3a13 completed April 5, 2026, 12:48 a.m.
Created at: March 30, 2026, 5:50 p.m.