Triple
T7049111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic primaries |
E163719
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
New Hampshire Democratic primary
The New Hampshire Democratic primary is an early U.S. presidential nominating contest that plays an outsized role in shaping momentum and media narratives for Democratic candidates.
|
E639559
|
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: New Hampshire Democratic primary | Statement: [Democratic primaries, includes, New Hampshire Democratic primary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary Context triple: [Democratic primaries, includes, New Hampshire Democratic primary]
-
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.
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.
-
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.
New Hampshire Republican primary, 2008
The New Hampshire Republican primary, 2008 was an early and influential contest in the 2008 U.S. Republican presidential nomination race, closely watched for its impact on candidate momentum and media narratives.
-
E.
New Hampshire at-large congressional district
The New Hampshire at-large congressional district was a former United States House of Representatives district that encompassed the entire state of New Hampshire before it was divided into multiple congressional districts.
- 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 Triple: [Democratic primaries, includes, New Hampshire Democratic primary]
Generated description
The New Hampshire Democratic primary is an early U.S. presidential nominating contest that plays an outsized role in shaping momentum and media narratives for Democratic candidates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Hampshire Democratic primary Target entity description: The New Hampshire Democratic primary is an early U.S. presidential nominating contest that plays an outsized role in shaping momentum and media narratives for Democratic candidates.
-
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.
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.
-
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.
New Hampshire Republican primary, 2008
The New Hampshire Republican primary, 2008 was an early and influential contest in the 2008 U.S. Republican presidential nomination race, closely watched for its impact on candidate momentum and media narratives.
-
E.
New Hampshire at-large congressional district
The New Hampshire at-large congressional district was a former United States House of Representatives district that encompassed the entire state of New Hampshire before it was divided into multiple congressional districts.
- 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_69c6885f598c8190b6b6495c59d8d962 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e24d5e8c8190b37e56107e6da8ab |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7888497b08190b1f2aa686e8e30c1 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c78c31d57c8190a45d25ac77ff6280 |
completed | March 28, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78d635c94819083463128483a60f6 |
completed | March 28, 2026, 8:12 a.m. |
Created at: March 27, 2026, 2:37 p.m.