Triple

T4575043
Position Surface form Disambiguated ID Type / Status
Subject Loïc Wacquant E123122 entity
Predicate notableWork P4 FINISHED
Object 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.
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: [Loïc Wacquant, notableWork, Urban Outcasts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urban Outcasts
Context triple: [Loïc Wacquant, notableWork, Urban Outcasts]
  • A. Out There
    "Out There" is a powerful ballad from Disney's animated film "The Hunchback of Notre Dame," composed by Stephen Schwartz and Alan Menken, in which Quasimodo yearns for freedom and acceptance beyond the confines of Notre Dame.
  • B. Outlaws
    "Outlaws" is a song by the American punk rock band Green Day from their 2016 album *Revolution Radio*.
  • C. Stay Out West
    Stay Out West is the late-night club and venue program that extends the Way Out West festival experience across Gothenburg after the main festival hours.
  • D. Out in the Open
    Out in the Open is a bluegrass album by the Steep Canyon Rangers that showcases their polished harmonies and contemporary acoustic sound.
  • E. The City Gone Wild
    The City Gone Wild is a 1927 American silent crime film, now considered lost, in which actress Lotus Thompson appeared.
  • 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: [Loïc Wacquant, notableWork, Urban Outcasts]
Generated description
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.
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 urban poverty in contemporary Western cities, focusing on ghettos and relegated neighborhoods.
  • A. Out There
    "Out There" is a powerful ballad from Disney's animated film "The Hunchback of Notre Dame," composed by Stephen Schwartz and Alan Menken, in which Quasimodo yearns for freedom and acceptance beyond the confines of Notre Dame.
  • B. Outlaws
    "Outlaws" is a song by the American punk rock band Green Day from their 2016 album *Revolution Radio*.
  • C. Stay Out West
    Stay Out West is the late-night club and venue program that extends the Way Out West festival experience across Gothenburg after the main festival hours.
  • D. Out in the Open
    Out in the Open is a bluegrass album by the Steep Canyon Rangers that showcases their polished harmonies and contemporary acoustic sound.
  • E. The City Gone Wild
    The City Gone Wild is a 1927 American silent crime film, now considered lost, in which actress Lotus Thompson appeared.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c9f0bc81908d87f01ab067818a completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3dde41c81909adf91b53450e590 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd79fe75c8190b672b80898d3cbf2 completed March 20, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdd85966348190841f272f347ee33f completed March 20, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:10 p.m.