Triple
T16514076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kelly Loeffler |
E401135
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Johnny Isakson
Johnny Isakson was a Republican U.S. Senator from Georgia who served from 2005 until his retirement in 2019.
|
E1218885
|
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: Johnny Isakson | Statement: [Kelly Loeffler, precededBy, Johnny Isakson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Isakson Context triple: [Kelly Loeffler, precededBy, Johnny Isakson]
-
A.
Bill Hagerty
Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
-
B.
Richard Hudson
Richard Hudson is the child of Katherine Hudson, known primarily in relation to her.
-
C.
Jess Collins
Jess Collins, better known as Jess, was an American visual artist associated with the San Francisco Renaissance, renowned for his intricate collages and long-term personal and creative partnership with poet Robert Duncan.
-
D.
Harlan Crow
Harlan Crow is an American real estate investor, conservative political donor, and collector of historical artifacts, known for his leadership of Crow Holdings and his influence in Republican circles.
-
E.
Chip Roy
Chip Roy is a conservative Republican politician and attorney serving in the U.S. House of Representatives from Texas.
- 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: Johnny Isakson Triple: [Kelly Loeffler, precededBy, Johnny Isakson]
Generated description
Johnny Isakson was a Republican U.S. Senator from Georgia who served from 2005 until his retirement in 2019.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Isakson Target entity description: Johnny Isakson was a Republican U.S. Senator from Georgia who served from 2005 until his retirement in 2019.
-
A.
Bill Hagerty
Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
-
B.
Richard Hudson
Richard Hudson is the child of Katherine Hudson, known primarily in relation to her.
-
C.
Jess Collins
Jess Collins, better known as Jess, was an American visual artist associated with the San Francisco Renaissance, renowned for his intricate collages and long-term personal and creative partnership with poet Robert Duncan.
-
D.
Harlan Crow
Harlan Crow is an American real estate investor, conservative political donor, and collector of historical artifacts, known for his leadership of Crow Holdings and his influence in Republican circles.
-
E.
Chip Roy
Chip Roy is a conservative Republican politician and attorney serving in the U.S. House of Representatives from Texas.
- 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_6a006084949081909e8cdfeafa7564de |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a006322c2f48190aa917f122a33165f |
completed | May 10, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0063fa6f0c8190906856eb07d80973 |
completed | May 10, 2026, 10:54 a.m. |
Created at: April 10, 2026, 5:14 a.m.