Triple
T8675816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue with Lou |
E205910
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Amy Lofgren
Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
|
E752026
|
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: Amy Lofgren | Statement: [Blue with Lou, producer, Amy Lofgren]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amy Lofgren Context triple: [Blue with Lou, producer, Amy Lofgren]
-
A.
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.
-
B.
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."
-
C.
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.
-
D.
Patti Garamendi
Patti Garamendi is an American public figure and longtime partner of politician John Garamendi, known for her involvement in civic and community activities.
-
E.
Donna Edwards
Donna Edwards is an American politician and former U.S. Representative from Maryland known for her advocacy on progressive issues such as voting rights, women's rights, and campaign finance reform.
- 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: Amy Lofgren Triple: [Blue with Lou, producer, Amy Lofgren]
Generated description
Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amy Lofgren Target entity description: Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
-
A.
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.
-
B.
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."
-
C.
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.
-
D.
Patti Garamendi
Patti Garamendi is an American public figure and longtime partner of politician John Garamendi, known for her involvement in civic and community activities.
-
E.
Donna Edwards
Donna Edwards is an American politician and former U.S. Representative from Maryland known for her advocacy on progressive issues such as voting rights, women's rights, and campaign finance reform.
- 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_69ca83529a9c8190b5c075b4f14636ed |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc49f54dfc8190b7a61e7ed1cfcbeb |
completed | March 31, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3a008d48190bd0e58f615eda148 |
completed | April 2, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69cef52000048190bc5451cfb6446ced |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef809df548190b4f9ecc709b3b065 |
completed | April 2, 2026, 11:13 p.m. |
Created at: March 30, 2026, 6:32 p.m.