Triple
T7006232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Sherman Cooper |
E162462
|
entity |
| Predicate | sponsoredLegislation |
P2257
|
FINISHED |
| Object |
Cooper–Church Amendment
The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
|
E635366
|
NE FINISHED |
How this triple was built (5 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: Cooper–Church Amendment | Statement: [John Sherman Cooper, sponsoredLegislation, Cooper–Church Amendment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooper–Church Amendment Context triple: [John Sherman Cooper, sponsoredLegislation, Cooper–Church Amendment]
-
A.
McGovern–Hatfield Amendment
The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
-
B.
Nunn–Cohen Amendment
The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
-
E.
Hughes Amendment
The Hughes Amendment is a 1986 U.S. federal provision that effectively banned civilian ownership of newly manufactured fully automatic firearms by freezing the machine gun registry.
- 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: Cooper–Church Amendment Triple: [John Sherman Cooper, sponsoredLegislation, Cooper–Church Amendment]
Generated description
The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooper–Church Amendment Target entity description: The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
-
A.
McGovern–Hatfield Amendment
The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
-
B.
Nunn–Cohen Amendment
The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
-
C.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
-
D.
Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
-
E.
Hughes Amendment
The Hughes Amendment is a 1986 U.S. federal provision that effectively banned civilian ownership of newly manufactured fully automatic firearms by freezing the machine gun registry.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sponsoredLegislation Context triple: [John Sherman Cooper, sponsoredLegislation, Cooper–Church Amendment]
-
A.
supportedLegislation
Indicates that an entity endorsed, promoted, or voted in favor of a particular piece of legislation.
-
B.
legislativeActivity
Indicates involvement in creating, debating, amending, or passing laws or related legislative measures.
-
C.
sponsoredInSenateBy
chosen
Indicates that a legislative measure or proposal was formally introduced or championed in the Senate by a specific senator.
-
D.
passedLegislation
Indicates that a governing body has formally approved and enacted a specific piece of legislation or law.
-
E.
relatedLegislation
Indicates that there exists a legislative document that is connected to, affects, or is otherwise relevant to the subject entity.
- F. None of above.
Provenance (6 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_69c6885928148190ae31909fbb5e9849 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc34b5a88190a793e07dd4d0018b |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a3f5a088190bd0fa2080a8fa648 |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b67fc48819088ba80f1f84aa2f0 |
completed | March 28, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c46f9308190a7a1f0aa5284cef4 |
completed | March 28, 2026, 5:51 a.m. |
| PD | Predicate disambiguation | batch_69c6d7c67c94819084fdcf0398606027 |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:33 p.m.