Triple
T2329628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 7th congressional district |
E48370
|
entity |
| Predicate | previousNotableRepresentative |
P36758
|
FINISHED |
| Object |
John Culberson
John Culberson is an American Republican politician and attorney who represented Texas in the U.S. House of Representatives from 2001 to 2019.
|
E265534
|
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: John Culberson | Statement: [Texas's 7th congressional district, previousNotableRepresentative, John Culberson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Culberson Context triple: [Texas's 7th congressional district, previousNotableRepresentative, John Culberson]
-
A.
Klyde Warren
Klyde Warren is the namesake of Dallas’s Klyde Warren Park, a prominent urban green space built over a freeway in the city’s downtown area.
-
B.
John Bridgeland
John Bridgeland is an American public policy expert and former White House official known for leading domestic policy initiatives and later founding and directing prominent civic and social impact organizations.
-
C.
Riley P. Bechtel
Riley P. Bechtel is an American billionaire businessman who served as chairman and CEO of Bechtel Corporation, one of the world’s largest engineering and construction firms.
-
D.
Michael Rogers
Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
-
E.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
- 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: John Culberson Triple: [Texas's 7th congressional district, previousNotableRepresentative, John Culberson]
Generated description
John Culberson is an American Republican politician and attorney who represented Texas in the U.S. House of Representatives from 2001 to 2019.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Culberson Target entity description: John Culberson is an American Republican politician and attorney who represented Texas in the U.S. House of Representatives from 2001 to 2019.
-
A.
Klyde Warren
Klyde Warren is the namesake of Dallas’s Klyde Warren Park, a prominent urban green space built over a freeway in the city’s downtown area.
-
B.
John Bridgeland
John Bridgeland is an American public policy expert and former White House official known for leading domestic policy initiatives and later founding and directing prominent civic and social impact organizations.
-
C.
Riley P. Bechtel
Riley P. Bechtel is an American billionaire businessman who served as chairman and CEO of Bechtel Corporation, one of the world’s largest engineering and construction firms.
-
D.
Michael Rogers
Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
-
E.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
- 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abd0d6b0e48190aee9131ca182e52f |
completed | March 7, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf2ae2c4819083403236e27d4b5e |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec4bf846c8190a75ac57309a0102b |
completed | March 9, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec52ac8dc819080901508cbcb3b8b |
completed | March 9, 2026, 1:03 p.m. |
Created at: March 4, 2026, 7:50 p.m.