Triple
T12544584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Leadership Council |
E299928
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Will Marshall
Will Marshall is an American political strategist and policy analyst best known as a co-founder and leading intellectual force behind the centrist "New Democrat" movement.
|
E989516
|
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: Will Marshall | Statement: [Democratic Leadership Council, keyPerson, Will Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Will Marshall Context triple: [Democratic Leadership Council, keyPerson, Will Marshall]
-
A.
Marshall Adams
Marshall Adams is a cinematographer best known for his work on the television series "Better Call Saul" and the film "El Camino: A Breaking Bad Movie."
-
B.
Marshall Hall Jr.
Marshall Hall Jr. was an American mathematician known for his significant contributions to group theory and combinatorics, including work on finite groups and block designs.
-
C.
Marshall Manning
Marshall Manning is a member of the prominent Manning football family, known as the son of Cooper Manning and nephew of NFL quarterbacks Peyton and Eli Manning.
-
D.
Alexander Conklin
Alexander Conklin is a high-ranking, morally ambiguous CIA operative who oversees covert programs and serves as a key antagonist in the Bourne series.
-
E.
Max Mullen
Max Mullen is an American entrepreneur best known as a co-founder of the grocery delivery company Instacart.
- 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: Will Marshall Triple: [Democratic Leadership Council, keyPerson, Will Marshall]
Generated description
Will Marshall is an American political strategist and policy analyst best known as a co-founder and leading intellectual force behind the centrist "New Democrat" movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Will Marshall Target entity description: Will Marshall is an American political strategist and policy analyst best known as a co-founder and leading intellectual force behind the centrist "New Democrat" movement.
-
A.
Marshall Adams
Marshall Adams is a cinematographer best known for his work on the television series "Better Call Saul" and the film "El Camino: A Breaking Bad Movie."
-
B.
Marshall Hall Jr.
Marshall Hall Jr. was an American mathematician known for his significant contributions to group theory and combinatorics, including work on finite groups and block designs.
-
C.
Marshall Manning
Marshall Manning is a member of the prominent Manning football family, known as the son of Cooper Manning and nephew of NFL quarterbacks Peyton and Eli Manning.
-
D.
Alexander Conklin
Alexander Conklin is a high-ranking, morally ambiguous CIA operative who oversees covert programs and serves as a key antagonist in the Bourne series.
-
E.
Max Mullen
Max Mullen is an American entrepreneur best known as a co-founder of the grocery delivery company Instacart.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9547f9a1c81908f54c58a116a8446 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655801cac8190b1f9a72f8fed0399 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566f40c08190baec227fb660c948 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657b1b13c8190984300f24c0b2083 |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.