Triple
T17119952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Brownback |
E415437
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mary Brownback
Mary Brownback is the wife of American politician and former Kansas governor Sam Brownback.
|
E1254743
|
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: Mary Brownback | Statement: [Sam Brownback, spouse, Mary Brownback]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Brownback Context triple: [Sam Brownback, spouse, Mary Brownback]
-
A.
Sam Brownback
Sam Brownback is an American Republican politician and former governor of Kansas who also served in both the U.S. House of Representatives and the U.S. Senate.
-
B.
Gary Sebelius
Gary Sebelius is an American attorney and former U.S. magistrate judge, known in part as the husband of former Kansas governor and U.S. Health and Human Services Secretary Kathleen Sebelius.
-
C.
Cecilia Abbott
Cecilia Abbott is an American educator and the First Lady of Texas, married to Governor Greg Abbott.
-
D.
Kim Reynolds
Kim Reynolds is an American Republican politician serving as the governor of Iowa and known for her conservative policies on taxes, education, and public health.
-
E.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
- 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: Mary Brownback Triple: [Sam Brownback, spouse, Mary Brownback]
Generated description
Mary Brownback is the wife of American politician and former Kansas governor Sam Brownback.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Brownback Target entity description: Mary Brownback is the wife of American politician and former Kansas governor Sam Brownback.
-
A.
Sam Brownback
Sam Brownback is an American Republican politician and former governor of Kansas who also served in both the U.S. House of Representatives and the U.S. Senate.
-
B.
Gary Sebelius
Gary Sebelius is an American attorney and former U.S. magistrate judge, known in part as the husband of former Kansas governor and U.S. Health and Human Services Secretary Kathleen Sebelius.
-
C.
Cecilia Abbott
Cecilia Abbott is an American educator and the First Lady of Texas, married to Governor Greg Abbott.
-
D.
Kim Reynolds
Kim Reynolds is an American Republican politician serving as the governor of Iowa and known for her conservative policies on taxes, education, and public health.
-
E.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
- 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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3e8092b548190b45c1695be47edc2 |
completed | April 18, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01482af1288190b7fdc8a84d0edeaf |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a014ce60ba88190869fef8a9a31cdfc |
completed | May 11, 2026, 3:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014d6955d88190967ac5b3d2722ac0 |
completed | May 11, 2026, 3:30 a.m. |
Created at: April 10, 2026, 5:36 a.m.