Triple
T12544580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Leadership Council |
E299928
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Al From
Al From is an American political strategist best known for leading the centrist Democratic Leadership Council and shaping the modern “New Democrat” movement.
|
E990167
|
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: Al From | Statement: [Democratic Leadership Council, foundedBy, Al From]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al From Context triple: [Democratic Leadership Council, foundedBy, Al From]
-
A.
Bill Stern
Bill Stern was a prominent American sportscaster and radio announcer best known for his dramatic play-by-play coverage and storytelling during the golden age of sports broadcasting.
-
B.
Tom Dowd
Tom Dowd was a pioneering American recording engineer and producer renowned for his innovative studio techniques and work with major artists across jazz, rock, and soul music.
-
C.
Herb Sendek
Herb Sendek is an American college basketball coach best known for leading programs such as North Carolina State and Arizona State University.
-
D.
Frank Howard
Frank Howard was a towering power-hitting outfielder and first baseman of the 1960s and early 1970s, best known for his prodigious home runs and multiple All-Star seasons in Major League Baseball.
-
E.
Frank Howard
Frank Howard was a legendary American college football coach best known for transforming Clemson University’s program into a national contender during his long tenure in the mid-20th century.
- 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: Al From Triple: [Democratic Leadership Council, foundedBy, Al From]
Generated description
Al From is an American political strategist best known for leading the centrist Democratic Leadership Council and shaping the modern “New Democrat” movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Al From Target entity description: Al From is an American political strategist best known for leading the centrist Democratic Leadership Council and shaping the modern “New Democrat” movement.
-
A.
Bill Stern
Bill Stern was a prominent American sportscaster and radio announcer best known for his dramatic play-by-play coverage and storytelling during the golden age of sports broadcasting.
-
B.
Tom Dowd
Tom Dowd was a pioneering American recording engineer and producer renowned for his innovative studio techniques and work with major artists across jazz, rock, and soul music.
-
C.
Herb Sendek
Herb Sendek is an American college basketball coach best known for leading programs such as North Carolina State and Arizona State University.
-
D.
Frank Howard
Frank Howard was a towering power-hitting outfielder and first baseman of the 1960s and early 1970s, best known for his prodigious home runs and multiple All-Star seasons in Major League Baseball.
-
E.
Frank Howard
Frank Howard was a legendary American college football coach best known for transforming Clemson University’s program into a national contender during his long tenure in the mid-20th century.
- 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_69f65799ca588190b9f7a07f5c1a842c |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.