Triple
T4399070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Commission on Fiscal Responsibility and Reform |
E99567
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Andy Stern
Andy Stern is a prominent American labor leader and former president of the Service Employees International Union (SEIU), known for his influence on labor policy and progressive economic reform.
|
E435530
|
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: Andy Stern | Statement: [National Commission on Fiscal Responsibility and Reform, member, Andy Stern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Stern Context triple: [National Commission on Fiscal Responsibility and Reform, member, Andy Stern]
-
A.
Matt Messina
Matt Messina is an American film and television composer best known for his award-winning score for the movie "Juno."
-
B.
Steve Stiles
Steve Stiles was an American cartoonist and illustrator best known for his influential work in science fiction fandom and fanzines.
-
C.
Jerry Finn
Jerry Finn was an influential American record producer and engineer best known for shaping the polished pop-punk sound of bands like Blink-182, Green Day, and AFI.
-
D.
C. Adam Schlesinger
C. Adam Schlesinger was an American composer and songwriter best known for his work in film and television music, as well as for co-founding the band Fountains of Wayne.
-
E.
Jesse Michaels
Jesse Michaels is an American musician and artist best known as the lead vocalist and lyricist of the influential ska punk band Operation Ivy.
- 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: Andy Stern Triple: [National Commission on Fiscal Responsibility and Reform, member, Andy Stern]
Generated description
Andy Stern is a prominent American labor leader and former president of the Service Employees International Union (SEIU), known for his influence on labor policy and progressive economic reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Stern Target entity description: Andy Stern is a prominent American labor leader and former president of the Service Employees International Union (SEIU), known for his influence on labor policy and progressive economic reform.
-
A.
Matt Messina
Matt Messina is an American film and television composer best known for his award-winning score for the movie "Juno."
-
B.
Steve Stiles
Steve Stiles was an American cartoonist and illustrator best known for his influential work in science fiction fandom and fanzines.
-
C.
Jerry Finn
Jerry Finn was an influential American record producer and engineer best known for shaping the polished pop-punk sound of bands like Blink-182, Green Day, and AFI.
-
D.
C. Adam Schlesinger
C. Adam Schlesinger was an American composer and songwriter best known for his work in film and television music, as well as for co-founding the band Fountains of Wayne.
-
E.
Jesse Michaels
Jesse Michaels is an American musician and artist best known as the lead vocalist and lyricist of the influential ska punk band Operation Ivy.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352cc4ab081908bc45d2f76cd4da8 |
completed | March 12, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e53d34cc81909969d86efc441dee |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e6562abc8190bbd7b8ffdfcd0f14 |
completed | March 14, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e6b800d48190bed53f28b767471e |
completed | March 14, 2026, 10:52 p.m. |
Created at: March 12, 2026, 11:20 p.m.