Triple
T1132768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Let Love |
E23068
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Samora Pinderhughes
Samora Pinderhughes is an American pianist, composer, and interdisciplinary artist known for politically charged, socially conscious music that blends jazz, classical, and spoken word.
|
E130906
|
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: Samora Pinderhughes | Statement: [Let Love, producer, Samora Pinderhughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samora Pinderhughes Context triple: [Let Love, producer, Samora Pinderhughes]
-
A.
Jamil Walker
Jamil Walker is an American soccer forward best known for his time in Major League Soccer, particularly with the San Jose Earthquakes.
-
B.
Benjamin Mako Hill
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
-
C.
Tariq "Black Thought" Trotter
Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
-
D.
Timothy Mosley
Timothy Mosley, better known as Timbaland, is an influential American record producer, rapper, and songwriter renowned for his innovative, genre-shaping work in hip-hop and R&B.
-
E.
Howard Potter
Howard Potter was a 19th-century American businessman and philanthropist who played a key role in the cultural life of New York City.
- 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: Samora Pinderhughes Triple: [Let Love, producer, Samora Pinderhughes]
Generated description
Samora Pinderhughes is an American pianist, composer, and interdisciplinary artist known for politically charged, socially conscious music that blends jazz, classical, and spoken word.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samora Pinderhughes Target entity description: Samora Pinderhughes is an American pianist, composer, and interdisciplinary artist known for politically charged, socially conscious music that blends jazz, classical, and spoken word.
-
A.
Jamil Walker
Jamil Walker is an American soccer forward best known for his time in Major League Soccer, particularly with the San Jose Earthquakes.
-
B.
Benjamin Mako Hill
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
-
C.
Tariq "Black Thought" Trotter
Tariq "Black Thought" Trotter is an American rapper, lyricist, and actor best known as the lead MC of the hip hop band The Roots and for his intricate, socially conscious wordplay.
-
D.
Timothy Mosley
Timothy Mosley, better known as Timbaland, is an influential American record producer, rapper, and songwriter renowned for his innovative, genre-shaping work in hip-hop and R&B.
-
E.
Howard Potter
Howard Potter was a 19th-century American businessman and philanthropist who played a key role in the cultural life of New York City.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bbfcdf848190a2917d796ca84b74 |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ac2ea881908b9559ff9d47077a |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a38ebb0819091cb81e23770ae50 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5aa2ad188190b4c6a29e3c2c8d79 |
completed | March 7, 2026, 5:04 p.m. |
Created at: March 1, 2026, 7:44 p.m.