Triple

T9724004
Position Surface form Disambiguated ID Type / Status
Subject Cynthia Stevenson E235554 entity
Predicate notableWork P4 FINISHED
Object Oh Baby
Oh Baby is an American television sitcom best known for starring Cynthia Stevenson as a single woman navigating unexpected motherhood.
E817382 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: Oh Baby | Statement: [Cynthia Stevenson, notableWork, Oh Baby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oh Baby
Context triple: [Cynthia Stevenson, notableWork, Oh Baby]
  • A. Oh No Not My Baby
    "Oh No Not My Baby" is a classic 1964 soul-pop song written by Gerry Goffin and Carole King, first recorded by Maxine Brown and later covered by numerous artists.
  • B. My Baby
    "My Baby" is a song featured on the album "Circus," best known as part of the pop repertoire associated with that release.
  • C. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • D. Song for the Baby
    "Song for the Baby" is a track by American singer Kelis from her electronic dance-influenced album "Flesh Tone," reflecting themes of motherhood and love for her child.
  • E. Please Baby Don’t
    "Please Baby Don’t" is a song featured on the jazz album *Timeless* by American pianist and composer John Abercrombie.
  • 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: Oh Baby
Triple: [Cynthia Stevenson, notableWork, Oh Baby]
Generated description
Oh Baby is an American television sitcom best known for starring Cynthia Stevenson as a single woman navigating unexpected motherhood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oh Baby
Target entity description: Oh Baby is an American television sitcom best known for starring Cynthia Stevenson as a single woman navigating unexpected motherhood.
  • A. Oh No Not My Baby
    "Oh No Not My Baby" is a classic 1964 soul-pop song written by Gerry Goffin and Carole King, first recorded by Maxine Brown and later covered by numerous artists.
  • B. My Baby
    "My Baby" is a song featured on the album "Circus," best known as part of the pop repertoire associated with that release.
  • C. Baby on Baby
    Baby on Baby is the breakout 2019 debut studio album by American rapper DaBaby, featuring his energetic Southern trap style and hit singles like "Suge."
  • D. Song for the Baby
    "Song for the Baby" is a track by American singer Kelis from her electronic dance-influenced album "Flesh Tone," reflecting themes of motherhood and love for her child.
  • E. Please Baby Don’t
    "Please Baby Don’t" is a song featured on the jazz album *Timeless* by American pianist and composer John Abercrombie.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e77096481908ffd315fecb1d5ec completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19faa064081909c1d23044984a17c completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a3cc5420819091ee338da5afe4b7 completed April 4, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d1a5f265148190af432e3640221a33 completed April 4, 2026, 11:59 p.m.
Created at: March 30, 2026, 8:21 p.m.