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.