Triple
T16514071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kelly Loeffler |
E401135
|
entity |
| Predicate | appointedBy |
P257
|
FINISHED |
| Object |
Brian Kemp
Brian Kemp is an American Republican politician serving as the governor of Georgia since 2019.
|
E1218417
|
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: Brian Kemp | Statement: [Kelly Loeffler, appointedBy, Brian Kemp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Kemp Context triple: [Kelly Loeffler, appointedBy, Brian Kemp]
-
A.
Mark Hawley
Mark Hawley is a British sound engineer and record producer best known for his long-term collaboration with and marriage to musician Tori Amos.
-
B.
Freddy Heflin
Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
-
C.
Ron DeSantis
Ron DeSantis is an American politician and Republican Party member who has served as Florida’s governor and gained national prominence for his conservative policies and presidential ambitions.
-
D.
Josh Hawley
Josh Hawley is a conservative American politician and lawyer serving as the junior United States senator from Missouri.
-
E.
Haley Barbour
Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
- 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: Brian Kemp Triple: [Kelly Loeffler, appointedBy, Brian Kemp]
Generated description
Brian Kemp is an American Republican politician serving as the governor of Georgia since 2019.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Kemp Target entity description: Brian Kemp is an American Republican politician serving as the governor of Georgia since 2019.
-
A.
Mark Hawley
Mark Hawley is a British sound engineer and record producer best known for his long-term collaboration with and marriage to musician Tori Amos.
-
B.
Freddy Heflin
Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
-
C.
Ron DeSantis
Ron DeSantis is an American politician and Republican Party member who has served as Florida’s governor and gained national prominence for his conservative policies and presidential ambitions.
-
D.
Josh Hawley
Josh Hawley is a conservative American politician and lawyer serving as the junior United States senator from Missouri.
-
E.
Haley Barbour
Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e7a5ff88190984e2f2bc2fd17cc |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0060827d988190b2c0c075a49dfde8 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a006133a9148190af5bc0cec8ad6695 |
completed | May 10, 2026, 10:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0061c85d5481909628c2fddbcf0d54 |
completed | May 10, 2026, 10:45 a.m. |
Created at: April 10, 2026, 5:14 a.m.