Triple
T936667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette University |
E20210
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Scott Walker
Scott Walker is an American Republican politician who served as the 45th governor of Wisconsin from 2011 to 2019 and gained national prominence for his contentious public-sector union reforms.
|
E110546
|
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: Scott Walker | Statement: [Marquette University, hasNotableAlumni, Scott Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Walker Context triple: [Marquette University, hasNotableAlumni, Scott Walker]
-
A.
Thomas S. Ricketts
Thomas S. Ricketts is an American businessman best known as the chairman and co-owner of the Chicago Cubs Major League Baseball franchise.
-
B.
Peter B. Chiafalo
Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
-
C.
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.
-
D.
Lamar Alexander
Lamar Alexander is an American politician and educator who served as governor of Tennessee, U.S. Secretary of Education, and a long-time U.S. senator.
-
E.
Ben Sasse
Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
- 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: Scott Walker Triple: [Marquette University, hasNotableAlumni, Scott Walker]
Generated description
Scott Walker is an American Republican politician who served as the 45th governor of Wisconsin from 2011 to 2019 and gained national prominence for his contentious public-sector union reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Walker Target entity description: Scott Walker is an American Republican politician who served as the 45th governor of Wisconsin from 2011 to 2019 and gained national prominence for his contentious public-sector union reforms.
-
A.
Thomas S. Ricketts
Thomas S. Ricketts is an American businessman best known as the chairman and co-owner of the Chicago Cubs Major League Baseball franchise.
-
B.
Peter B. Chiafalo
Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
-
C.
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.
-
D.
Lamar Alexander
Lamar Alexander is an American politician and educator who served as governor of Tennessee, U.S. Secretary of Education, and a long-time U.S. senator.
-
E.
Ben Sasse
Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
- 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_69a493b0270c81909e6c9ce310f6aa55 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3668a3c8190b0152166efa93ee1 |
completed | March 1, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a826dec198819084889ea69d53cd6c |
completed | March 4, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69a834995a988190854fc3b8633f3bca |
completed | March 4, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a834f3a9288190a8cd28165379cec6 |
completed | March 4, 2026, 1:34 p.m. |
Created at: March 1, 2026, 7:40 p.m.