Triple
T3825268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Party presidential primaries, 2008 |
E88670
|
entity |
| Predicate | secondContest |
P25127
|
FINISHED |
| Object |
New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
|
E390690
|
NE FINISHED |
How this triple was built (5 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: New Hampshire Democratic primary, 2008 | Statement: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary, 2008 Context triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
-
A.
New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
-
B.
Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
-
C.
1964 New Hampshire Democratic presidential primary
The 1964 New Hampshire Democratic presidential primary was an early contest in the 1964 U.S. presidential election cycle that helped gauge support for incumbent President Lyndon B. Johnson within the Democratic Party.
-
D.
2020 New Hampshire gubernatorial election
The 2020 New Hampshire gubernatorial election was a U.S. state-level race in which voters chose the governor of New Hampshire during the 2020 election cycle.
-
E.
Democratic Party presidential primaries, 2004
The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
- 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: New Hampshire Democratic primary, 2008 Triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
Generated description
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary, 2008 Target entity description: The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
-
A.
New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
-
B.
Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
-
C.
1964 New Hampshire Democratic presidential primary
The 1964 New Hampshire Democratic presidential primary was an early contest in the 1964 U.S. presidential election cycle that helped gauge support for incumbent President Lyndon B. Johnson within the Democratic Party.
-
D.
2020 New Hampshire gubernatorial election
The 2020 New Hampshire gubernatorial election was a U.S. state-level race in which voters chose the governor of New Hampshire during the 2020 election cycle.
-
E.
Democratic Party presidential primaries, 2004
The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: secondContest Context triple: [Democratic Party presidential primaries, 2008, secondContest, New Hampshire Democratic primary, 2008]
-
A.
secondPlace
Indicates that an entity holds the position of runner-up or finishes in second place in a ranked ordering, competition, or comparison relative to others.
-
B.
secondStage
chosen
Indicates that something functions as the subsequent or follow-up stage in a multi-stage process or sequence.
-
C.
secondPhase
Indicates that an entity is in, or has progressed to, the second phase or stage of a multi-phase process or sequence.
-
D.
secondRoundDate
Indicates the date on which the second round of an event, process, or sequence is scheduled or occurs.
-
E.
secondedBy
Indicates that an initial proposal, motion, or action by one entity is formally supported or endorsed by another entity as a second.
- F. None of above.
Provenance (6 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef188b474819087680db42b04ecdd |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4f41c88190b3040236462c37cc |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fc9fc5dc81908772fc642285abf6 |
completed | March 14, 2026, 6:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fd0dc3d48190b907d7a1c1e44066 |
completed | March 14, 2026, 6:15 a.m. |
| PD | Predicate disambiguation | batch_69aee74a2bc081909b237df8b1e27653 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:17 p.m.