Triple
T13118499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeb Hensarling |
E311660
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Spencer Bachus
Spencer Bachus is an American Republican politician who represented Alabama in the U.S. House of Representatives for over two decades and chaired the House Financial Services Committee.
|
E1026092
|
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: Spencer Bachus | Statement: [Jeb Hensarling, precededBy, Spencer Bachus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spencer Bachus Context triple: [Jeb Hensarling, precededBy, Spencer Bachus]
-
A.
Robert Aderholt
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
-
B.
Michael McCaul
Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
-
C.
Thad Cochran
Thad Cochran was a long-serving Republican U.S. Senator from Mississippi known for his influence on federal appropriations and agricultural policy.
-
D.
Bill Graves
Bill Graves is an American politician who served as the 43rd Governor of Kansas from 1995 to 2003.
-
E.
Kirby Chambliss
Kirby Chambliss is an American aerobatic and air race pilot best known as a multi-time champion and prominent competitor in the Red Bull Air Race World Championship.
- 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: Spencer Bachus Triple: [Jeb Hensarling, precededBy, Spencer Bachus]
Generated description
Spencer Bachus is an American Republican politician who represented Alabama in the U.S. House of Representatives for over two decades and chaired the House Financial Services Committee.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spencer Bachus Target entity description: Spencer Bachus is an American Republican politician who represented Alabama in the U.S. House of Representatives for over two decades and chaired the House Financial Services Committee.
-
A.
Robert Aderholt
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
-
B.
Michael McCaul
Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
-
C.
Thad Cochran
Thad Cochran was a long-serving Republican U.S. Senator from Mississippi known for his influence on federal appropriations and agricultural policy.
-
D.
Bill Graves
Bill Graves is an American politician who served as the 43rd Governor of Kansas from 1995 to 2003.
-
E.
Kirby Chambliss
Kirby Chambliss is an American aerobatic and air race pilot best known as a multi-time champion and prominent competitor in the Red Bull Air Race World Championship.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5d205408190883b67739d5efaa7 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:06 p.m.