Triple
T7915495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Leppert |
E183814
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Texas Republicans
Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
|
E696897
|
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: Texas Republicans | Statement: [Tom Leppert, category, Texas Republicans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas Republicans Context triple: [Tom Leppert, category, Texas Republicans]
-
A.
Texas congressional delegation
The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
-
B.
Texas congressional districts
Texas congressional districts are the geographically defined areas within Texas from which the state elects its members to the United States House of Representatives.
-
C.
Opportunist Republicans
Opportunist Republicans were a moderate French republican political faction of the late 19th century that supported gradual reform, parliamentary democracy, and secular republican institutions during the Third Republic.
-
D.
Republican Party of Florida
The Republican Party of Florida is the state-level affiliate of the U.S. Republican Party that dominates Florida’s contemporary conservative politics and policymaking.
-
E.
Southern Republicans
Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
- 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: Texas Republicans Triple: [Tom Leppert, category, Texas Republicans]
Generated description
Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas Republicans Target entity description: Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
-
A.
Texas congressional delegation
The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
-
B.
Texas congressional districts
Texas congressional districts are the geographically defined areas within Texas from which the state elects its members to the United States House of Representatives.
-
C.
Opportunist Republicans
Opportunist Republicans were a moderate French republican political faction of the late 19th century that supported gradual reform, parliamentary democracy, and secular republican institutions during the Third Republic.
-
D.
Republican Party of Florida
The Republican Party of Florida is the state-level affiliate of the U.S. Republican Party that dominates Florida’s contemporary conservative politics and policymaking.
-
E.
Southern Republicans
Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
- 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_69ca828efbe48190bd48482650182e79 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a76ae688190b068e4c92603a16d |
completed | March 31, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5be54fdc81909a988114a6f30a13 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb5f20eb3c81909e059d5a02263aa2 |
completed | March 31, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76bb9a308190a9d7b34838d696db |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5:05 p.m.