Triple

T2215365
Position Surface form Disambiguated ID Type / Status
Subject A&E Network E48017 entity
Predicate notableProgram P4 FINISHED
Object Hoarders
Hoarders is a reality television series that documents the lives and living conditions of individuals struggling with compulsive hoarding disorder and the efforts to help them clean and recover.
E244227 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: Hoarders | Statement: [A&E Network, notableProgram, Hoarders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoarders
Context triple: [A&E Network, notableProgram, Hoarders]
  • A. Silo
    Silo is a dystopian science fiction television series in which David Oyelowo appears, set in an underground society governed by strict rules and secrets.
  • B. Baggers
    Baggers is a popular nickname used by fans and media for the Carlton Football Club in the Australian Football League.
  • C. Bag Lady
    "Bag Lady" is a neo-soul song by Erykah Badu, known for its mellow groove and empowering message about letting go of emotional baggage.
  • D. Aflitos
    Aflitos is a traditional neighborhood in Recife, Brazil, known for its residential character and the historic Estádio dos Aflitos football stadium.
  • E. Memento Park
    Memento Park is an open-air museum in Budapest that displays statues and monuments from Hungary’s communist era.
  • 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: Hoarders
Triple: [A&E Network, notableProgram, Hoarders]
Generated description
Hoarders is a reality television series that documents the lives and living conditions of individuals struggling with compulsive hoarding disorder and the efforts to help them clean and recover.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoarders
Target entity description: Hoarders is a reality television series that documents the lives and living conditions of individuals struggling with compulsive hoarding disorder and the efforts to help them clean and recover.
  • A. Silo
    Silo is a dystopian science fiction television series in which David Oyelowo appears, set in an underground society governed by strict rules and secrets.
  • B. Baggers
    Baggers is a popular nickname used by fans and media for the Carlton Football Club in the Australian Football League.
  • C. Bag Lady
    "Bag Lady" is a neo-soul song by Erykah Badu, known for its mellow groove and empowering message about letting go of emotional baggage.
  • D. Aflitos
    Aflitos is a traditional neighborhood in Recife, Brazil, known for its residential character and the historic Estádio dos Aflitos football stadium.
  • E. Memento Park
    Memento Park is an open-air museum in Budapest that displays statues and monuments from Hungary’s communist era.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.