Triple

T18563317
Position Surface form Disambiguated ID Type / Status
Subject Deadly Symbiosis E453699 entity
Predicate relatedWork P37 FINISHED
Object Urban Outcasts
Urban Outcasts is a sociological study by Loïc Wacquant that analyzes advanced marginality and the transformation of urban poverty in contemporary Western cities.
E453937 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: Urban Outcasts | Statement: [Deadly Symbiosis, relatedWork, Urban Outcasts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urban Outcasts
Context triple: [Deadly Symbiosis, relatedWork, Urban Outcasts]
  • A. Urban Outcasts
    Urban Outcasts is a sociological study by Loïc Wacquant that analyzes advanced marginality and urban poverty in contemporary Western cities, focusing on ghettos and relegated neighborhoods.
  • B. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • C. Band of Outsiders
    Band of Outsiders is a 1964 French New Wave crime drama film directed by Jean-Luc Godard, celebrated for its playful style and iconic dance and museum scenes.
  • D. God Help the Outcasts
    "God Help the Outcasts" is a poignant ballad sung by the character Esmeralda, expressing compassion for the marginalized and questioning divine justice, from Disney’s *The Hunchback of Notre Dame* musical.
  • E. Wildside
    Wildside is an Italian television and film production company known for creating high-profile international series and auteur-driven projects.
  • 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: Urban Outcasts
Triple: [Deadly Symbiosis, relatedWork, Urban Outcasts]
Generated description
Urban Outcasts is a sociological study by Loïc Wacquant that analyzes advanced marginality and the transformation of urban poverty in contemporary Western cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urban Outcasts
Target entity description: Urban Outcasts is a sociological study by Loïc Wacquant that analyzes advanced marginality and the transformation of urban poverty in contemporary Western cities.
  • A. Urban Outcasts chosen
    Urban Outcasts is a sociological study by Loïc Wacquant that analyzes advanced marginality and urban poverty in contemporary Western cities, focusing on ghettos and relegated neighborhoods.
  • B. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • C. Band of Outsiders
    Band of Outsiders is a 1964 French New Wave crime drama film directed by Jean-Luc Godard, celebrated for its playful style and iconic dance and museum scenes.
  • D. God Help the Outcasts
    "God Help the Outcasts" is a poignant ballad sung by the character Esmeralda, expressing compassion for the marginalized and questioning divine justice, from Disney’s *The Hunchback of Notre Dame* musical.
  • E. Wildside
    Wildside is an Italian television and film production company known for creating high-profile international series and auteur-driven projects.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53afc57448190abd90167d7e12a18 completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ae7faa48190954e42f20eeebbf0 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c461c288190955ac8cdaefc055d completed May 13, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_6a049cbbc0288190be82f11e660b7dff completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:42 a.m.