Triple
T3981044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brady Handgun Violence Prevention Act |
E85757
|
entity |
| Predicate | sponsor |
P67
|
FINISHED |
| Object |
Howard Metzenbaum
Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
|
E403287
|
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: Howard Metzenbaum | Statement: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard Metzenbaum Context triple: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
-
A.
Edward L. McDonnell
Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
-
B.
Charles Mathias
Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
-
C.
Dan Rostenkowski
Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
-
D.
Lee H. Hamilton
Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
-
E.
Daniel Patrick Moynihan
Daniel Patrick Moynihan was a prominent American Democratic politician, sociologist, and longtime U.S. Senator from New York known for his influential work on social policy and urban issues.
- 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: Howard Metzenbaum Triple: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
Generated description
Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard Metzenbaum Target entity description: Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
-
A.
Edward L. McDonnell
Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
-
B.
Charles Mathias
Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
-
C.
Dan Rostenkowski
Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
-
D.
Lee H. Hamilton
Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
-
E.
Daniel Patrick Moynihan
Daniel Patrick Moynihan was a prominent American Democratic politician, sociologist, and longtime U.S. Senator from New York known for his influential work on social policy and urban issues.
- 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9d9d8848190aa06eaf5d281fa16 |
completed | March 9, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54021ae388190a9518ea85b760736 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b541340dbc819081538517267f390f |
completed | March 14, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54193105c81909e2a4e368aae36e8 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:33 p.m.