Triple

T20389376
Position Surface form Disambiguated ID Type / Status
Subject Moonlighting E498044 entity
Predicate character P662 FINISHED
Object Maddie Hayes
Maddie Hayes is the sharp, sophisticated former model turned detective agency owner played by Cybill Shepherd in the 1980s TV series "Moonlighting."
E1428721 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: Maddie Hayes | Statement: [Moonlighting, character, Maddie Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maddie Hayes
Context triple: [Moonlighting, character, Maddie Hayes]
  • A. Maddie Buckley
    Maddie Buckley is a central character on the television drama "9-1-1," known for her role as a compassionate 9-1-1 dispatcher and sister to firefighter Evan "Buck" Buckley.
  • B. Maddie Baillio
    Maddie Baillio is an American actress and singer best known for playing Tracy Turnblad in NBC’s live television musical "Hairspray Live!".
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Maddie Townsend
    Maddie Townsend is a recently divorced mother and central figure in the drama series "Sweet Magnolias," known for rebuilding her life and career with the support of her close-knit friends in a small Southern town.
  • E. Maddy Sanders
    Maddy Sanders is the daughter of Steve Sanders.
  • 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: Maddie Hayes
Triple: [Moonlighting, character, Maddie Hayes]
Generated description
Maddie Hayes is the sharp, sophisticated former model turned detective agency owner played by Cybill Shepherd in the 1980s TV series "Moonlighting."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maddie Hayes
Target entity description: Maddie Hayes is the sharp, sophisticated former model turned detective agency owner played by Cybill Shepherd in the 1980s TV series "Moonlighting."
  • A. Maddie Buckley
    Maddie Buckley is a central character on the television drama "9-1-1," known for her role as a compassionate 9-1-1 dispatcher and sister to firefighter Evan "Buck" Buckley.
  • B. Maddie Baillio
    Maddie Baillio is an American actress and singer best known for playing Tracy Turnblad in NBC’s live television musical "Hairspray Live!".
  • C. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • D. Maddie Townsend
    Maddie Townsend is a recently divorced mother and central figure in the drama series "Sweet Magnolias," known for rebuilding her life and career with the support of her close-knit friends in a small Southern town.
  • E. Maddy Sanders
    Maddy Sanders is the daughter of Steve Sanders.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790e65a081909832855758fffd14 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08762218448190a3339dbbe0f23962 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a087754af1481909a8ffa042aad2f42 completed May 16, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0877dcf9548190bd42db7a54aea824 completed May 16, 2026, 1:57 p.m.
Created at: April 16, 2026, 11:28 a.m.