Triple
T1534956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2004 United States presidential election |
E32528
|
entity |
| Predicate | majorThirdPartyCandidate |
P6377
|
FINISHED |
| Object |
David Cobb
David Cobb is an American attorney and political activist best known as the Green Party’s presidential nominee in the 2004 U.S. election.
|
E194535
|
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: David Cobb | Statement: [2004 United States presidential election, majorThirdPartyCandidate, David Cobb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Cobb Context triple: [2004 United States presidential election, majorThirdPartyCandidate, David Cobb]
-
A.
Earle Cabell
Earle Cabell was an American politician and businessman who served as mayor of Dallas, Texas, during the early 1960s, including at the time of President John F. Kennedy’s assassination.
-
B.
Donald Cook
Donald Cook was an American stage and film actor active in the early to mid-20th century, known for his roles in both Broadway productions and Hollywood movies.
-
C.
Kees Cook
Kees Cook is a prominent open-source and Linux kernel security developer known for his extensive work on hardening the Linux kernel and improving software security practices.
-
D.
Danny Darwin
Danny Darwin is a former Major League Baseball right-handed pitcher who played from the late 1970s through the 1990s for several teams, including the Texas Rangers and Houston Astros.
-
E.
Dan Foy
Dan Foy is an American local politician who serves as the mayor of Burbank, Illinois.
- 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: David Cobb Triple: [2004 United States presidential election, majorThirdPartyCandidate, David Cobb]
Generated description
David Cobb is an American attorney and political activist best known as the Green Party’s presidential nominee in the 2004 U.S. election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Cobb Target entity description: David Cobb is an American attorney and political activist best known as the Green Party’s presidential nominee in the 2004 U.S. election.
-
A.
Earle Cabell
Earle Cabell was an American politician and businessman who served as mayor of Dallas, Texas, during the early 1960s, including at the time of President John F. Kennedy’s assassination.
-
B.
Donald Cook
Donald Cook was an American stage and film actor active in the early to mid-20th century, known for his roles in both Broadway productions and Hollywood movies.
-
C.
Kees Cook
Kees Cook is a prominent open-source and Linux kernel security developer known for his extensive work on hardening the Linux kernel and improving software security practices.
-
D.
Danny Darwin
Danny Darwin is a former Major League Baseball right-handed pitcher who played from the late 1970s through the 1990s for several teams, including the Texas Rangers and Houston Astros.
-
E.
Dan Foy
Dan Foy is an American local politician who serves as the mayor of Burbank, Illinois.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ab191388190ab3fce42d5ae092a |
completed | March 8, 2026, 2:41 p.m. |
| NEDg | Description generation | batch_69ad979b7f2c819094c907bed705db3b |
completed | March 8, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9831a87c819089fc3b590ab7ecb2 |
completed | March 8, 2026, 3:39 p.m. |
Created at: March 4, 2026, 7:26 p.m.