Triple

T21405684
Position Surface form Disambiguated ID Type / Status
Subject Brady Hobbes E528025 entity
Predicate firstAppearance P795 FINISHED
Object episode "Coulda, Woulda, Shoulda"
"Coulda, Woulda, Shoulda" is an episode of Sex and the City notable for introducing Miranda and Steve’s baby, Brady Hobbes.
 E1482875 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: episode "Coulda, Woulda, Shoulda" | Statement: [Brady Hobbes, firstAppearance, episode "Coulda, Woulda, Shoulda"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: episode "Coulda, Woulda, Shoulda"
Context triple: [Brady Hobbes, firstAppearance, episode "Coulda, Woulda, Shoulda"]
  • A. episode "The Attic"
    "The Attic" is a psychologically intense episode of the science fiction TV series Dollhouse, in which characters are trapped in a shared mental prison that hides a larger conspiracy.
  • B. EP "A Good Comeback Story"
    EP "A Good Comeback Story" is a music release by American rapper and singer Dexter Raymond Mills Jr., better known by his stage name Consequence.
  • C. episode "Welcome to Camelot"
    "Welcome to Camelot" is the pilot episode of the television drama series Third Watch, which introduces the show's ensemble cast and sets up its focus on New York City police officers, firefighters, and paramedics.
  • D. EP "One Day You Will Understand"
    "One Day You Will Understand" is an EP by Nigerian singer and entrepreneur Mr Eazi that blends Afrobeats with mellow, introspective themes about love and relationships.
  • E. episode "Epitaph Two: Return"
    "Epitaph Two: Return" is the post-apocalyptic series finale of the science fiction TV show *Dollhouse*, depicting the ultimate consequences of the mind-wiping technology and the characters’ final attempt to restore humanity.
  • 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: episode "Coulda, Woulda, Shoulda"
Triple: [Brady Hobbes, firstAppearance, episode "Coulda, Woulda, Shoulda"]
Generated description
"Coulda, Woulda, Shoulda" is an episode of Sex and the City notable for introducing Miranda and Steve’s baby, Brady Hobbes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: episode "Coulda, Woulda, Shoulda"
Target entity description: "Coulda, Woulda, Shoulda" is an episode of Sex and the City notable for introducing Miranda and Steve’s baby, Brady Hobbes.
  • A. episode "The Attic"
    "The Attic" is a psychologically intense episode of the science fiction TV series Dollhouse, in which characters are trapped in a shared mental prison that hides a larger conspiracy.
  • B. EP "A Good Comeback Story"
    EP "A Good Comeback Story" is a music release by American rapper and singer Dexter Raymond Mills Jr., better known by his stage name Consequence.
  • C. episode "Welcome to Camelot"
    "Welcome to Camelot" is the pilot episode of the television drama series Third Watch, which introduces the show's ensemble cast and sets up its focus on New York City police officers, firefighters, and paramedics.
  • D. EP "One Day You Will Understand"
    "One Day You Will Understand" is an EP by Nigerian singer and entrepreneur Mr Eazi that blends Afrobeats with mellow, introspective themes about love and relationships.
  • E. episode "Epitaph Two: Return"
    "Epitaph Two: Return" is the post-apocalyptic series finale of the science fiction TV show *Dollhouse*, depicting the ultimate consequences of the mind-wiping technology and the characters’ final attempt to restore humanity.
  • 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62d01634819089dd64fe7bc5ccbd completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb559d248190bef01cb86020d29c completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea4a674819093d5bfb9e6fe69b9 completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bf9d2d508190a45847afa0d47337 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:31 p.m.