Triple

T11290179
Position Surface form Disambiguated ID Type / Status
Subject Call of Duty: Black Ops 4 E267303 entity
Predicate hasMap P103 FINISHED
Object Slums
Slums is a multiplayer map in Call of Duty: Black Ops 4 set in a dense, urban Latin American neighborhood featuring tight alleyways and close-quarters combat.
E915573 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: Slums | Statement: [Call of Duty: Black Ops 4, hasMap, Slums]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Slums
Context triple: [Call of Duty: Black Ops 4, hasMap, Slums]
  • A. Slums and Suburbs
    Slums and Suburbs is an influential work by educator James B. Conant examining educational inequality and the social divide between impoverished urban areas and more affluent suburban communities in mid-20th-century America.
  • B. Slums of Beverly Hills
    Slums of Beverly Hills is a 1998 coming-of-age comedy film about a teenage girl growing up in a financially struggling family that moves frequently to stay within a wealthy school district in Beverly Hills.
  • C. Bombay slums
    The Bombay slums are densely populated, impoverished urban settlements in Mumbai characterized by overcrowded housing, inadequate infrastructure, and limited access to basic services.
  • D. Suicide Slum neighborhood
    Suicide Slum neighborhood is a notoriously crime-ridden and impoverished district in DC Comics’ Metropolis, often depicted as one of the city’s most dangerous and downtrodden areas.
  • E. Shabazi Street
    Shabazi Street is a central, historic thoroughfare in Tel Aviv’s Neve Tzedek neighborhood, known for its boutique shops, cafés, and preserved architecture.
  • 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: Slums
Triple: [Call of Duty: Black Ops 4, hasMap, Slums]
Generated description
Slums is a multiplayer map in Call of Duty: Black Ops 4 set in a dense, urban Latin American neighborhood featuring tight alleyways and close-quarters combat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Slums
Target entity description: Slums is a multiplayer map in Call of Duty: Black Ops 4 set in a dense, urban Latin American neighborhood featuring tight alleyways and close-quarters combat.
  • A. Slums and Suburbs
    Slums and Suburbs is an influential work by educator James B. Conant examining educational inequality and the social divide between impoverished urban areas and more affluent suburban communities in mid-20th-century America.
  • B. Slums of Beverly Hills
    Slums of Beverly Hills is a 1998 coming-of-age comedy film about a teenage girl growing up in a financially struggling family that moves frequently to stay within a wealthy school district in Beverly Hills.
  • C. Bombay slums
    The Bombay slums are densely populated, impoverished urban settlements in Mumbai characterized by overcrowded housing, inadequate infrastructure, and limited access to basic services.
  • D. Suicide Slum neighborhood
    Suicide Slum neighborhood is a notoriously crime-ridden and impoverished district in DC Comics’ Metropolis, often depicted as one of the city’s most dangerous and downtrodden areas.
  • E. Shabazi Street
    Shabazi Street is a central, historic thoroughfare in Tel Aviv’s Neve Tzedek neighborhood, known for its boutique shops, cafés, and preserved architecture.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e98875a08190b8509fe55e49d52d completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f49badc88190a3195e919900f0c3 completed April 19, 2026, 3:28 p.m.
NEDg Description generation batch_69e4f95cbc7c819082e3d7c3c3266708 completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff6b7d248190b4dd885280e09a8e completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:32 p.m.