Triple
T3023078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omaha Central High School |
E82508
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Ernie Chambers
Ernie Chambers is a longtime Nebraska state senator and civil rights activist known for his outspoken advocacy on social justice, racial equality, and government accountability.
|
E323339
|
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: Ernie Chambers | Statement: [Omaha Central High School, hasAlumni, Ernie Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ernie Chambers Context triple: [Omaha Central High School, hasAlumni, Ernie Chambers]
-
A.
Roy Hinson
Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
-
B.
LeRoy Collins
LeRoy Collins was a mid-20th-century Democratic politician who served as governor of Florida and became known for his moderate stance on civil rights and efforts to modernize the state’s government.
-
C.
Ernie Mott
Ernie Mott is the restless, working-class protagonist of the novel and film "None but the Lonely Heart," known for his struggle between personal freedom and family responsibility in wartime London.
-
D.
Lloyd Perryman
Lloyd Perryman was an American Western singer and actor best known as a longtime member and lead vocalist of the influential cowboy music group Sons of the Pioneers.
-
E.
Arthur Johnson
Arthur Johnson is a collegiate sports administrator who serves as the athletic director overseeing Temple University's athletics program, including the men's basketball team.
- 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: Ernie Chambers Triple: [Omaha Central High School, hasAlumni, Ernie Chambers]
Generated description
Ernie Chambers is a longtime Nebraska state senator and civil rights activist known for his outspoken advocacy on social justice, racial equality, and government accountability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ernie Chambers Target entity description: Ernie Chambers is a longtime Nebraska state senator and civil rights activist known for his outspoken advocacy on social justice, racial equality, and government accountability.
-
A.
Roy Hinson
Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
-
B.
LeRoy Collins
LeRoy Collins was a mid-20th-century Democratic politician who served as governor of Florida and became known for his moderate stance on civil rights and efforts to modernize the state’s government.
-
C.
Ernie Mott
Ernie Mott is the restless, working-class protagonist of the novel and film "None but the Lonely Heart," known for his struggle between personal freedom and family responsibility in wartime London.
-
D.
Lloyd Perryman
Lloyd Perryman was an American Western singer and actor best known as a longtime member and lead vocalist of the influential cowboy music group Sons of the Pioneers.
-
E.
Arthur Johnson
Arthur Johnson is a collegiate sports administrator who serves as the athletic director overseeing Temple University's athletics program, including the men's basketball team.
- 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_69ad8b1fb34081908c1b873e2b7273e1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9ab8e0a48190ac79e674abd181cf |
completed | March 8, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eee9ee148190843184f85077a6df |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1efcf4da08190a9fd5fd88bba0358 |
completed | March 11, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f1ce72388190871884c99526057d |
completed | March 11, 2026, 10:50 p.m. |
Created at: March 8, 2026, 3 p.m.