Triple
T5859701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ladera Heights |
E130244
|
entity |
| Predicate | nickname |
P55
|
FINISHED |
| Object |
The Black Beverly Hills
The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
|
E550332
|
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: The Black Beverly Hills | Statement: [Ladera Heights, nickname, The Black Beverly Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Black Beverly Hills Context triple: [Ladera Heights, nickname, The Black Beverly Hills]
-
A.
Down and Out in Beverly Hills
Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
-
B.
Hollywood Heights
Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
-
C.
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.
-
D.
Wall Street West
Wall Street West is a major financial district centered in Jersey City, New Jersey, that serves as a significant extension and backup hub for New York City's Wall Street.
-
E.
L.A.'s Finest
L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
- 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: The Black Beverly Hills Triple: [Ladera Heights, nickname, The Black Beverly Hills]
Generated description
The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Black Beverly Hills Target entity description: The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
-
A.
Down and Out in Beverly Hills
Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
-
B.
Hollywood Heights
Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
-
C.
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.
-
D.
Wall Street West
Wall Street West is a major financial district centered in Jersey City, New Jersey, that serves as a significant extension and backup hub for New York City's Wall Street.
-
E.
L.A.'s Finest
L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
- 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0358790b88190a5e3c6473172dc53 |
completed | March 22, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1c3a69881908ffeee1ddbeb8618 |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a258fa208190a06b457e7856c338 |
completed | March 23, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a310d2d08190a8dab95f9eef2815 |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:56 p.m.