Triple

T10083776
Position Surface form Disambiguated ID Type / Status
Subject Penny Fleck E213967 entity
Predicate backstory P9429 FINISHED
Object worked for Thomas Wayne at Wayne Manor
Penny Fleck is Arthur Fleck’s mentally unstable mother in the film "Joker," whose past employment for billionaire Thomas Wayne becomes a key element in the story’s mystery about Arthur’s parentage.
E841449 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: worked for Thomas Wayne at Wayne Manor | Statement: [Penny Fleck, backstory, worked for Thomas Wayne at Wayne Manor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: worked for Thomas Wayne at Wayne Manor
Context triple: [Penny Fleck, backstory, worked for Thomas Wayne at Wayne Manor]
  • A. Gotham City District Attorney's Office
    The Gotham City District Attorney's Office is the prosecutorial agency in Batman's fictional Gotham City, responsible for combating crime and corruption through the legal system.
  • B. Bruce Wayne
    Bruce Wayne is the wealthy Gotham City industrialist and philanthropist who secretly operates as the vigilante superhero Batman.
  • C. Alfred Pennyworth
    Alfred Pennyworth is Bruce Wayne’s loyal butler, caretaker, and confidant in the Batman franchise, often serving as a moral compass and providing support for Batman’s crime-fighting activities.
  • D. Batcave
    The Batcave is Batman’s secret high-tech headquarters hidden beneath Wayne Manor, serving as his command center, armory, and research lab in the fight against crime.
  • E. Talia al Ghul's partner Batman
    Talia al Ghul's partner Batman is the iconic DC Comics vigilante Bruce Wayne, a brooding, highly skilled crime-fighter whose complex romantic and ideological ties to Talia and her father Ra's al Ghul often place him at the center of conflicts between justice and the League of Assassins.
  • 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: worked for Thomas Wayne at Wayne Manor
Triple: [Penny Fleck, backstory, worked for Thomas Wayne at Wayne Manor]
Generated description
Penny Fleck is Arthur Fleck’s mentally unstable mother in the film "Joker," whose past employment for billionaire Thomas Wayne becomes a key element in the story’s mystery about Arthur’s parentage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: worked for Thomas Wayne at Wayne Manor
Target entity description: Penny Fleck is Arthur Fleck’s mentally unstable mother in the film "Joker," whose past employment for billionaire Thomas Wayne becomes a key element in the story’s mystery about Arthur’s parentage.
  • A. Gotham City District Attorney's Office
    The Gotham City District Attorney's Office is the prosecutorial agency in Batman's fictional Gotham City, responsible for combating crime and corruption through the legal system.
  • B. Bruce Wayne
    Bruce Wayne is the wealthy Gotham City industrialist and philanthropist who secretly operates as the vigilante superhero Batman.
  • C. Alfred Pennyworth
    Alfred Pennyworth is Bruce Wayne’s loyal butler, caretaker, and confidant in the Batman franchise, often serving as a moral compass and providing support for Batman’s crime-fighting activities.
  • D. Batcave
    The Batcave is Batman’s secret high-tech headquarters hidden beneath Wayne Manor, serving as his command center, armory, and research lab in the fight against crime.
  • E. Talia al Ghul's partner Batman
    Talia al Ghul's partner Batman is the iconic DC Comics vigilante Bruce Wayne, a brooding, highly skilled crime-fighter whose complex romantic and ideological ties to Talia and her father Ra's al Ghul often place him at the center of conflicts between justice and the League of Assassins.
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd04352d081908f676444cd2d2578 completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b675f4b08190bd8285f210191b93 completed April 5, 2026, 7:22 p.m.
NEDg Description generation batch_69d2ba645ec08190b33388a40ca7582e completed April 5, 2026, 7:39 p.m.
NED2 Entity disambiguation (via description) batch_69d2babd01908190b5c9f9c3541361ee completed April 5, 2026, 7:40 p.m.
Created at: March 30, 2026, 9 p.m.