Triple

T8270820
Position Surface form Disambiguated ID Type / Status
Subject Lipstick Jungle E193422 entity
Predicate creator P184 FINISHED
Object DeAnn Heline
DeAnn Heline is an American television writer and producer best known for co-creating the series "Lipstick Jungle" and working on numerous popular network comedies.
E729261 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: DeAnn Heline | Statement: [Lipstick Jungle, creator, DeAnn Heline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DeAnn Heline
Context triple: [Lipstick Jungle, creator, DeAnn Heline]
  • A. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • B. Colleen Ahland
    Colleen Ahland is a linguist known for her research on the Koman languages of Ethiopia and Sudan, focusing on their documentation, description, and classification.
  • C. Denise Huth
    Denise Huth is a television producer best known for her long-running work as an executive producer on AMC’s The Walking Dead franchise and its related spin-offs.
  • D. Carla Ankney
    Carla Ankney is known as the spouse of American actor James Franciscus.
  • E. Deanna Oliver
    Deanna Oliver is an American screenwriter and voice actress best known for co-writing the 1995 live-action/CGI family film "Casper."
  • 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: DeAnn Heline
Triple: [Lipstick Jungle, creator, DeAnn Heline]
Generated description
DeAnn Heline is an American television writer and producer best known for co-creating the series "Lipstick Jungle" and working on numerous popular network comedies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DeAnn Heline
Target entity description: DeAnn Heline is an American television writer and producer best known for co-creating the series "Lipstick Jungle" and working on numerous popular network comedies.
  • A. Debra Humphries
    Debra Humphries is the mother of former NBA player Kris Humphries.
  • B. Colleen Ahland
    Colleen Ahland is a linguist known for her research on the Koman languages of Ethiopia and Sudan, focusing on their documentation, description, and classification.
  • C. Denise Huth
    Denise Huth is a television producer best known for her long-running work as an executive producer on AMC’s The Walking Dead franchise and its related spin-offs.
  • D. Carla Ankney
    Carla Ankney is known as the spouse of American actor James Franciscus.
  • E. Deanna Oliver
    Deanna Oliver is an American screenwriter and voice actress best known for co-writing the 1995 live-action/CGI family film "Casper."
  • 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_69cde75a2e048190b0de47a21e662baa completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:50 p.m.