Triple
T9080034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roberta Flack |
E217592
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Howard University |
E1775
|
NE FINISHED |
How this triple was built (2 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: Howard University | Statement: [Roberta Flack, education, Howard University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard University Context triple: [Roberta Flack, education, Howard University]
-
A.
Howard University
chosen
Howard University is a renowned historically Black private research university known for its significant contributions to African American education, culture, and leadership.
-
B.
Hampton University
Hampton University is a private historically Black research university in Hampton, Virginia, known for its strong academic programs and rich legacy in African American education.
-
C.
Thurgood Marshall College
Thurgood Marshall College is one of the undergraduate residential colleges at the University of California, San Diego, emphasizing social justice, diversity, and civic engagement in its academic and residential programs.
-
D.
Cheyney State Teachers College
Cheyney State Teachers College, now known as Cheyney University of Pennsylvania, is a historically Black public university recognized as the oldest HBCU in the United States.
-
E.
Morehouse College
Morehouse College is a historically Black, all-male liberal arts college in Atlanta, Georgia, renowned for producing prominent African American leaders including Martin Luther King Jr.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83d7a0388190ba1af89ed7ba36f9 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9607942c8190a21620892ce3cbe5 |
completed | April 1, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffe2103448190bbc09436f19c4f11 |
completed | April 3, 2026, 5:51 p.m. |
Created at: March 30, 2026, 7:13 p.m.