Triple

T17909321
Position Surface form Disambiguated ID Type / Status
Subject Ghostfreak E447779 entity
Predicate firstAppearance P795 FINISHED
Object Ben 10 episode "Permanent Retirement"
The Ben 10 episode "Permanent Retirement" is a first-season story in which Ben visits his Aunt Vera and uncovers a sinister plot in a seemingly idyllic retirement community.
 E1295234 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: Ben 10 episode "Permanent Retirement" | Statement: [Ghostfreak, firstAppearance, Ben 10 episode "Permanent Retirement"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben 10 episode "Permanent Retirement"
Context triple: [Ghostfreak, firstAppearance, Ben 10 episode "Permanent Retirement"]
  • A. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • B. Adventure Time episode "Evicted!"
    "Evicted!" is an early Adventure Time episode in which Finn and Jake first encounter the charismatic and intimidating Marceline the Vampire Queen, setting up her major role in the series.
  • C. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • D. Doctor Who episode "Boom Town"
    "Boom Town" is a 2005 Doctor Who episode from the first revived series in which the Ninth Doctor confronts the surviving Slitheen, Margaret Blaine, in Cardiff while grappling with themes of justice, mercy, and second chances.
  • E. SpongeBob SquarePants episode "Help Wanted"
    "Help Wanted" is the pilot episode of SpongeBob SquarePants, introducing the underwater city of Bikini Bottom and the main characters as SpongeBob applies for a job at the Krusty Krab.
  • 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: Ben 10 episode "Permanent Retirement"
Triple: [Ghostfreak, firstAppearance, Ben 10 episode "Permanent Retirement"]
Generated description
The Ben 10 episode "Permanent Retirement" is a first-season story in which Ben visits his Aunt Vera and uncovers a sinister plot in a seemingly idyllic retirement community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben 10 episode "Permanent Retirement"
Target entity description: The Ben 10 episode "Permanent Retirement" is a first-season story in which Ben visits his Aunt Vera and uncovers a sinister plot in a seemingly idyllic retirement community.
  • A. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • B. Adventure Time episode "Evicted!"
    "Evicted!" is an early Adventure Time episode in which Finn and Jake first encounter the charismatic and intimidating Marceline the Vampire Queen, setting up her major role in the series.
  • C. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • D. Doctor Who episode "Boom Town"
    "Boom Town" is a 2005 Doctor Who episode from the first revived series in which the Ninth Doctor confronts the surviving Slitheen, Margaret Blaine, in Cardiff while grappling with themes of justice, mercy, and second chances.
  • E. SpongeBob SquarePants episode "Help Wanted"
    "Help Wanted" is the pilot episode of SpongeBob SquarePants, introducing the underwater city of Bikini Bottom and the main characters as SpongeBob applies for a job at the Krusty Krab.
  • 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_69d8b9f6d394819082a6d69fd1e23d2f completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49e9f4f888190840c8b55672becf8 completed April 19, 2026, 9:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b2e0c5481908443e13839a0415d completed May 12, 2026, 12:21 p.m.
NEDg Description generation batch_6a031bc800d081908493949af23dd360 completed May 12, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a031d4bf2dc8190b69eb8f8050b9955 completed May 12, 2026, 12:30 p.m.
Created at: April 10, 2026, 10:19 a.m.