Triple
T1035522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frisco, Texas |
E22352
|
entity |
| Predicate | mayor |
P185
|
FINISHED |
| Object |
Jeff Cheney
Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
|
E126500
|
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: Jeff Cheney | Statement: [Frisco, Texas, mayor, Jeff Cheney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Cheney Context triple: [Frisco, Texas, mayor, Jeff Cheney]
-
A.
Alan K. Simpson
Alan K. Simpson is a former U.S. Senator from Wyoming known for his work on fiscal policy and bipartisan budget reform.
-
B.
Jim Inhofe
Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
-
C.
Orrin Hatch
Orrin Hatch was a long-serving Republican U.S. senator from Utah who became one of the most influential lawmakers in Congress, including service as president pro tempore of the Senate.
-
D.
Andrew Card
Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
-
E.
John McCain
John McCain was a long-serving Republican U.S. senator from Arizona and Vietnam War veteran who became his party’s nominee for president in 2008.
- 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: Jeff Cheney Triple: [Frisco, Texas, mayor, Jeff Cheney]
Generated description
Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Cheney Target entity description: Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
-
A.
Alan K. Simpson
Alan K. Simpson is a former U.S. Senator from Wyoming known for his work on fiscal policy and bipartisan budget reform.
-
B.
Jim Inhofe
Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
-
C.
Orrin Hatch
Orrin Hatch was a long-serving Republican U.S. senator from Utah who became one of the most influential lawmakers in Congress, including service as president pro tempore of the Senate.
-
D.
Andrew Card
Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
-
E.
John McCain
John McCain was a long-serving Republican U.S. senator from Arizona and Vietnam War veteran who became his party’s nominee for president in 2008.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b816272c8190a12e470c4d4ebcf9 |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c15bb8481909ba68f5807581b18 |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4d3d095881908276f22c93efe52b |
completed | March 7, 2026, 4:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4daf3f08819085dba18f97b09961 |
completed | March 7, 2026, 4:09 p.m. |
Created at: March 1, 2026, 7:41 p.m.