Triple
T7508846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | first impeachment of Donald Trump |
E177461
|
entity |
| Predicate | houseImpeachmentManagers |
P2841
|
FINISHED |
| Object |
Zoe Lofgren
Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
|
E670194
|
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: Zoe Lofgren | Statement: [first impeachment of Donald Trump, houseImpeachmentManagers, Zoe Lofgren]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoe Lofgren Context triple: [first impeachment of Donald Trump, houseImpeachmentManagers, Zoe Lofgren]
-
A.
Nancy Daly
Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
-
B.
Mariannette Miller-Meeks
Mariannette Miller-Meeks is a Republican politician and physician who represents Iowa in the U.S. House of Representatives.
-
C.
Laverne DeFazio
Laverne DeFazio is a tough, wisecracking Milwaukee brewery worker and one of the two main characters on the classic American sitcom "Laverne & Shirley."
-
D.
Barbara Lee
Barbara Lee is a long-serving progressive U.S. congresswoman from California known for her anti-war stance and advocacy on social and economic justice issues.
-
E.
Marty Mikalski
Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
- 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: Zoe Lofgren Triple: [first impeachment of Donald Trump, houseImpeachmentManagers, Zoe Lofgren]
Generated description
Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zoe Lofgren Target entity description: Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
-
A.
Nancy Daly
Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
-
B.
Mariannette Miller-Meeks
Mariannette Miller-Meeks is a Republican politician and physician who represents Iowa in the U.S. House of Representatives.
-
C.
Laverne DeFazio
Laverne DeFazio is a tough, wisecracking Milwaukee brewery worker and one of the two main characters on the classic American sitcom "Laverne & Shirley."
-
D.
Barbara Lee
Barbara Lee is a long-serving progressive U.S. congresswoman from California known for her anti-war stance and advocacy on social and economic justice issues.
-
E.
Marty Mikalski
Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c7017134608190bd51fb2d0ab1ff34 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8461035b48190ba08c0f759cafe4a |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c84754ec048190be1e37c2189b56ed |
completed | March 28, 2026, 9:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848026e90819098d0b419101f91e1 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:45 p.m.