Triple
T12992710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia's U.S. House delegation |
E321954
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Barry Loudermilk
Barry Loudermilk is a Republican politician serving as a U.S. Representative from Georgia.
|
E1013670
|
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: Barry Loudermilk | Statement: [Georgia's U.S. House delegation, hasMember, Barry Loudermilk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry Loudermilk Context triple: [Georgia's U.S. House delegation, hasMember, Barry Loudermilk]
-
A.
Arthur Talmadge
Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
-
B.
Herman Talmadge
Herman Talmadge was a prominent mid-20th-century Georgia politician who served as both governor and U.S. senator, known for his staunch segregationist views and influential role in Southern politics.
-
C.
Ray Dandridge
Ray Dandridge was a Hall of Fame third baseman renowned as one of the greatest defensive infielders in Negro Leagues history.
-
D.
Fred Talmadge
Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
-
E.
Eugene Talmadge
Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
- 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: Barry Loudermilk Triple: [Georgia's U.S. House delegation, hasMember, Barry Loudermilk]
Generated description
Barry Loudermilk is a Republican politician serving as a U.S. Representative from Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry Loudermilk Target entity description: Barry Loudermilk is a Republican politician serving as a U.S. Representative from Georgia.
-
A.
Arthur Talmadge
Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
-
B.
Herman Talmadge
Herman Talmadge was a prominent mid-20th-century Georgia politician who served as both governor and U.S. senator, known for his staunch segregationist views and influential role in Southern politics.
-
C.
Ray Dandridge
Ray Dandridge was a Hall of Fame third baseman renowned as one of the greatest defensive infielders in Negro Leagues history.
-
D.
Fred Talmadge
Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
-
E.
Eugene Talmadge
Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e7765788190a9503ef055bc30ca |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8fd5f44819087df1163b8f703ec |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9dcd5cc8190bff5bd153c007866 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb03d8d88190930edd0f49fec8aa |
completed | May 3, 2026, 3:03 a.m. |
Created at: April 9, 2026, 8:44 p.m.