Triple
T749340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D train |
E15411
|
entity |
| Predicate | connectsNeighborhood |
P2564
|
FINISHED |
| Object |
South Bronx
The South Bronx is a historically working-class, culturally rich area of New York City’s Bronx borough known for its pivotal role in the birth of hip-hop and its ongoing urban revitalization.
|
E182055
|
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: South Bronx | Statement: [D train, connectsNeighborhood, South Bronx]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Bronx Context triple: [D train, connectsNeighborhood, South Bronx]
-
A.
East Harlem
East Harlem is a neighborhood in Upper Manhattan, New York City, historically known for its large Puerto Rican and Latino communities and rich cultural and political activism.
-
B.
East New York
East New York is a neighborhood in eastern Brooklyn, New York City, known for its residential character, diverse population, and multiple transit connections.
-
C.
Bedford–Stuyvesant
Bedford–Stuyvesant is a historically significant Brooklyn neighborhood known for its rich African-American cultural heritage, brownstone architecture, and vibrant community life.
-
D.
Rego Park
Rego Park is a residential and commercial neighborhood in central Queens, New York City, known for its diverse population, apartment complexes, and shopping centers along Queens Boulevard.
-
E.
Mott Haven neighborhood
Mott Haven is a historically industrial and residential neighborhood in the South Bronx of New York City, known for its waterfront location, diverse community, and ongoing redevelopment.
- 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: South Bronx Triple: [D train, connectsNeighborhood, South Bronx]
Generated description
The South Bronx is a historically working-class, culturally rich area of New York City’s Bronx borough known for its pivotal role in the birth of hip-hop and its ongoing urban revitalization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Bronx Target entity description: The South Bronx is a historically working-class, culturally rich area of New York City’s Bronx borough known for its pivotal role in the birth of hip-hop and its ongoing urban revitalization.
-
A.
East Harlem
East Harlem is a neighborhood in Upper Manhattan, New York City, historically known for its large Puerto Rican and Latino communities and rich cultural and political activism.
-
B.
East New York
East New York is a neighborhood in eastern Brooklyn, New York City, known for its residential character, diverse population, and multiple transit connections.
-
C.
Bedford–Stuyvesant
Bedford–Stuyvesant is a historically significant Brooklyn neighborhood known for its rich African-American cultural heritage, brownstone architecture, and vibrant community life.
-
D.
Rego Park
Rego Park is a residential and commercial neighborhood in central Queens, New York City, known for its diverse population, apartment complexes, and shopping centers along Queens Boulevard.
-
E.
Mott Haven neighborhood
Mott Haven is a historically industrial and residential neighborhood in the South Bronx of New York City, known for its waterfront location, diverse community, and ongoing redevelopment.
- 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aa9ba3888190889a1ad554f73c5e |
completed | March 1, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad517bbe088190b1cac2ea8eb2063b |
completed | March 8, 2026, 10:37 a.m. |
| NEDg | Description generation | batch_69ad522beb488190b5157db37eb0da8e |
completed | March 8, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad529de3dc819081c8ad3d7aa8bef8 |
completed | March 8, 2026, 10:42 a.m. |
Created at: March 1, 2026, 7:37 p.m.