Triple
T18276888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Coburn |
E437758
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object |
James Lankford
James Lankford is a Republican U.S. Senator from Oklahoma known for his conservative positions and focus on budgetary and religious liberty issues.
|
E1315210
|
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: James Lankford | Statement: [Tom Coburn, succeededBy, James Lankford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Lankford Context triple: [Tom Coburn, succeededBy, James Lankford]
-
A.
Tom Coburn
Tom Coburn was a conservative Republican U.S. senator and physician from Oklahoma known for his strong stance on fiscal restraint and government spending cuts.
-
B.
Sam Graves
Sam Graves is a Republican U.S. Representative from Missouri who has served in Congress since 2001 and is known for his leadership on transportation and infrastructure issues.
-
C.
Chase Graves
Chase Graves is a major character in the TV series "iZombie," serving as the stern and militaristic leader of the private military company Fillmore-Graves.
-
D.
Pete Sessions
Pete Sessions is a long-serving Republican politician from Texas who has represented multiple congressional districts in the U.S. House of Representatives and held key leadership roles in the chamber.
-
E.
Sandy Cornyn
Sandy Cornyn is the wife of longtime Texas Republican U.S. Senator John Cornyn.
- 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: James Lankford Triple: [Tom Coburn, succeededBy, James Lankford]
Generated description
James Lankford is a Republican U.S. Senator from Oklahoma known for his conservative positions and focus on budgetary and religious liberty issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Lankford Target entity description: James Lankford is a Republican U.S. Senator from Oklahoma known for his conservative positions and focus on budgetary and religious liberty issues.
-
A.
Tom Coburn
Tom Coburn was a conservative Republican U.S. senator and physician from Oklahoma known for his strong stance on fiscal restraint and government spending cuts.
-
B.
Sam Graves
Sam Graves is a Republican U.S. Representative from Missouri who has served in Congress since 2001 and is known for his leadership on transportation and infrastructure issues.
-
C.
Chase Graves
Chase Graves is a major character in the TV series "iZombie," serving as the stern and militaristic leader of the private military company Fillmore-Graves.
-
D.
Pete Sessions
Pete Sessions is a long-serving Republican politician from Texas who has represented multiple congressional districts in the U.S. House of Representatives and held key leadership roles in the chamber.
-
E.
Sandy Cornyn
Sandy Cornyn is the wife of longtime Texas Republican U.S. Senator John Cornyn.
- 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e500528bb88190a9f9ba6428cc2076 |
completed | April 19, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3fdff648190a738adf86d8d470b |
completed | May 12, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_6a03b4bb6ae48190a68c2a3314f0d3ba |
completed | May 12, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b56958a0819088613a9726c71819 |
completed | May 12, 2026, 11:19 p.m. |
Created at: April 10, 2026, 10:34 a.m.