Triple
T5092005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blackstreet |
E114772
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Eric Williams
Eric Williams is an American R&B singer best known as a lead vocalist of the 1990s group Blackstreet, contributing to hits like "No Diggity."
|
E492579
|
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: Eric Williams | Statement: [Blackstreet, member, Eric Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eric Williams Context triple: [Blackstreet, member, Eric Williams]
-
A.
Eric Williams
Eric Williams was a Trinidadian historian, political leader, and the first Prime Minister of Trinidad and Tobago, widely regarded as the chief architect of the nation’s independence.
-
B.
Spottswood W. Robinson III
Spottswood W. Robinson III was a prominent civil rights attorney and federal judge who played a key role in the legal battles that led to school desegregation in the United States.
-
C.
Marcus Garvey
Marcus Garvey was a Jamaican political leader, Black nationalist, and Pan-Africanist who founded the Universal Negro Improvement Association and inspired movements for Black pride and self-determination worldwide.
-
D.
Horace Cayton
Horace Cayton was an influential African American sociologist, journalist, and author whose work documented Black urban life and helped shape the intellectual landscape of the Chicago Black Renaissance.
-
E.
Amy Jacques Garvey
Amy Jacques Garvey was a Jamaican-born journalist, activist, and Pan-Africanist leader who played a key role in the Universal Negro Improvement Association and in promoting Black nationalism.
- 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: Eric Williams Triple: [Blackstreet, member, Eric Williams]
Generated description
Eric Williams is an American R&B singer best known as a lead vocalist of the 1990s group Blackstreet, contributing to hits like "No Diggity."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eric Williams Target entity description: Eric Williams is an American R&B singer best known as a lead vocalist of the 1990s group Blackstreet, contributing to hits like "No Diggity."
-
A.
Eric Williams
Eric Williams was a Trinidadian historian, political leader, and the first Prime Minister of Trinidad and Tobago, widely regarded as the chief architect of the nation’s independence.
-
B.
Spottswood W. Robinson III
Spottswood W. Robinson III was a prominent civil rights attorney and federal judge who played a key role in the legal battles that led to school desegregation in the United States.
-
C.
Marcus Garvey
Marcus Garvey was a Jamaican political leader, Black nationalist, and Pan-Africanist who founded the Universal Negro Improvement Association and inspired movements for Black pride and self-determination worldwide.
-
D.
Horace Cayton
Horace Cayton was an influential African American sociologist, journalist, and author whose work documented Black urban life and helped shape the intellectual landscape of the Chicago Black Renaissance.
-
E.
Amy Jacques Garvey
Amy Jacques Garvey was a Jamaican-born journalist, activist, and Pan-Africanist leader who played a key role in the Universal Negro Improvement Association and in promoting Black nationalism.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd754369708190bf4e171a904a19e1 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb14d1ea88190b8bc523ff44478f6 |
completed | March 21, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69beb252ca2c8190b1bf7978b50c7ef6 |
completed | March 21, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb2b989788190b81e6f60398bd49d |
completed | March 21, 2026, 3:01 p.m. |
Created at: March 20, 2026, 1:40 p.m.