Triple
T8151306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party presidential primaries, 2024 |
E190338
|
entity |
| Predicate | hasCandidate |
P1221
|
FINISHED |
| Object |
Ryan Binkley
Ryan Binkley is an American pastor and businessman who ran as a long-shot candidate in the 2024 Republican presidential primaries.
|
E717495
|
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: Ryan Binkley | Statement: [Republican Party presidential primaries, 2024, hasCandidate, Ryan Binkley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Binkley Context triple: [Republican Party presidential primaries, 2024, hasCandidate, Ryan Binkley]
-
A.
Ryan Yarbrough
Ryan Yarbrough is an American professional baseball pitcher known for his tenure with the Tampa Bay Rays in Major League Baseball.
-
B.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
C.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
D.
Zach Shields
Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
-
E.
Zach Shields
Zach Shields is a screenwriter and filmmaker best known for co-writing the holiday horror-comedy film "Krampus" (2015), often collaborating with director Michael Dougherty.
- 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: Ryan Binkley Triple: [Republican Party presidential primaries, 2024, hasCandidate, Ryan Binkley]
Generated description
Ryan Binkley is an American pastor and businessman who ran as a long-shot candidate in the 2024 Republican presidential primaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Binkley Target entity description: Ryan Binkley is an American pastor and businessman who ran as a long-shot candidate in the 2024 Republican presidential primaries.
-
A.
Ryan Yarbrough
Ryan Yarbrough is an American professional baseball pitcher known for his tenure with the Tampa Bay Rays in Major League Baseball.
-
B.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
C.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
D.
Zach Shields
Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
-
E.
Zach Shields
Zach Shields is a screenwriter and filmmaker best known for co-writing the holiday horror-comedy film "Krampus" (2015), often collaborating with director Michael Dougherty.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4483799c81908e73f9a87ed99185 |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbeef189081909f45b8d2aea74225 |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc310b514819099228a1cc66517c5 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd8041c00819094094701ace21aa0 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:37 p.m.