Triple
T1280347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tupac Shakur |
E27310
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
East Harlem, Manhattan, New York City, New York, United States
East Harlem is a historically significant, predominantly Latino neighborhood in Upper Manhattan known for its rich cultural heritage, public housing developments, and influential role in New York City's social and artistic life.
|
E146117
|
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: East Harlem, Manhattan, New York City, New York, United States | Statement: [Tupac Shakur, placeOfBirth, East Harlem, Manhattan, New York City, New York, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Harlem, Manhattan, New York City, New York, United States Context triple: [Tupac Shakur, placeOfBirth, East Harlem, Manhattan, New York City, New York, United States]
-
A.
Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Bedford–Stuyvesant is a historically African-American neighborhood in central Brooklyn known for its brownstone-lined streets, rich cultural and musical legacy, and significant role in New York City's Black history.
-
B.
Long Island City, New York, United States
Long Island City is a rapidly developing neighborhood in the western part of Queens, New York City, known for its waterfront skyline, arts scene, and proximity to Manhattan.
-
C.
Queens, New York City, New York, United States
Queens, New York City, New York, United States is a large and ethnically diverse borough of New York City known for its residential neighborhoods, cultural variety, and major attractions like Flushing Meadows–Corona Park and Citi Field.
-
D.
Brooklyn, New York City, New York, United States
Brooklyn, New York City, New York, United States is a densely populated and historically diverse borough known for its cultural influence, distinctive neighborhoods, and significant role in the social and artistic life of New York City.
-
E.
Cobble Hill, Brooklyn, New York, United States
Cobble Hill is a historic, upscale residential neighborhood in Brooklyn, New York City, known for its 19th-century brownstones, tree-lined streets, and proximity to downtown Brooklyn.
- 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: East Harlem, Manhattan, New York City, New York, United States Triple: [Tupac Shakur, placeOfBirth, East Harlem, Manhattan, New York City, New York, United States]
Generated description
East Harlem is a historically significant, predominantly Latino neighborhood in Upper Manhattan known for its rich cultural heritage, public housing developments, and influential role in New York City's social and artistic life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Harlem, Manhattan, New York City, New York, United States Target entity description: East Harlem is a historically significant, predominantly Latino neighborhood in Upper Manhattan known for its rich cultural heritage, public housing developments, and influential role in New York City's social and artistic life.
-
A.
Bedford–Stuyvesant, Brooklyn, New York City, New York, United States
Bedford–Stuyvesant is a historically African-American neighborhood in central Brooklyn known for its brownstone-lined streets, rich cultural and musical legacy, and significant role in New York City's Black history.
-
B.
Long Island City, New York, United States
Long Island City is a rapidly developing neighborhood in the western part of Queens, New York City, known for its waterfront skyline, arts scene, and proximity to Manhattan.
-
C.
Queens, New York City, New York, United States
Queens, New York City, New York, United States is a large and ethnically diverse borough of New York City known for its residential neighborhoods, cultural variety, and major attractions like Flushing Meadows–Corona Park and Citi Field.
-
D.
Brooklyn, New York City, New York, United States
Brooklyn, New York City, New York, United States is a densely populated and historically diverse borough known for its cultural influence, distinctive neighborhoods, and significant role in the social and artistic life of New York City.
-
E.
Cobble Hill, Brooklyn, New York, United States
Cobble Hill is a historic, upscale residential neighborhood in Brooklyn, New York City, known for its 19th-century brownstones, tree-lined streets, and proximity to downtown Brooklyn.
- 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_69a496d3710c8190955dee8bc0dacb50 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c094eb4881909a33061339f91190 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca2fb746881909ac7a8dd672fc939 |
completed | March 7, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69aca3752a3c81908bd6d9744ad5f5a2 |
completed | March 7, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca3e44bf481908c5726adddc4b428 |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:50 p.m.