Triple

T20155055
Position Surface form Disambiguated ID Type / Status
Subject John Waters E491537 entity
Predicate notableWork P4 FINISHED
Object SeaChange
SeaChange is an Australian television drama series that follows a high-powered city lawyer who relocates to a quirky coastal town, created by and starring John Waters among others.
 E716035 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: SeaChange | Statement: [John Waters, notableWork, SeaChange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SeaChange
Context triple: [John Waters, notableWork, SeaChange]
  • A. SeaChange
    SeaChange is an Australian television dramedy series about a high-powered city lawyer who relocates to a quirky coastal town, becoming a beloved role for actress Sigrid Thornton.
  • B. Sea Change
    Sea Change is a critically acclaimed 2002 album by American musician Beck, known for its melancholic tone and introspective, folk-influenced songwriting.
  • C. Sea Change
    Sea Change is a poetry collection by American poet Jorie Graham that meditates on environmental crisis, time, and human responsibility through formally innovative, philosophically dense verse.
  • D. The Sea Change
    "The Sea Change" is a short story by Ernest Hemingway that explores themes of love, sexuality, and emotional transformation between a couple in a Parisian bar.
  • E. Changez
    Changez is the introspective Pakistani narrator of Mohsin Hamid’s novel "The Reluctant Fundamentalist," whose experiences in post-9/11 America lead him to critically reassess his identity, loyalties, and relationship with the West.
  • 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: SeaChange
Triple: [John Waters, notableWork, SeaChange]
Generated description
SeaChange is an Australian television drama series that follows a high-powered city lawyer who relocates to a quirky coastal town, created by and starring John Waters among others.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SeaChange
Target entity description: SeaChange is an Australian television drama series that follows a high-powered city lawyer who relocates to a quirky coastal town, created by and starring John Waters among others.
  • A. SeaChange chosen
    SeaChange is an Australian television dramedy series about a high-powered city lawyer who relocates to a quirky coastal town, becoming a beloved role for actress Sigrid Thornton.
  • B. Sea Change
    Sea Change is a critically acclaimed 2002 album by American musician Beck, known for its melancholic tone and introspective, folk-influenced songwriting.
  • C. Sea Change
    Sea Change is a poetry collection by American poet Jorie Graham that meditates on environmental crisis, time, and human responsibility through formally innovative, philosophically dense verse.
  • D. The Sea Change
    "The Sea Change" is a short story by Ernest Hemingway that explores themes of love, sexuality, and emotional transformation between a couple in a Parisian bar.
  • E. Changez
    Changez is the introspective Pakistani narrator of Mohsin Hamid’s novel "The Reluctant Fundamentalist," whose experiences in post-9/11 America lead him to critically reassess his identity, loyalties, and relationship with the West.
  • F. None of above.

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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667df7ac081908816d2d29e7c6513 completed April 20, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083476e2d08190807674e3f61382bc completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08351511888190a144ff037abdddfb completed May 16, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0835e4248c8190817907ca46cd5cff completed May 16, 2026, 9:16 a.m.
Created at: April 11, 2026, 11:34 p.m.