Triple
T4456621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karns |
E97741
|
entity |
| Predicate | previousName |
P65
|
FINISHED |
| Object |
Byington
Byington is a former name of the community now known as Karns in Tennessee.
|
E442238
|
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: Byington | Statement: [Karns, previousName, Byington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byington Context triple: [Karns, previousName, Byington]
-
A.
Yatesville
Yatesville is a small town located in the U.S. state of Georgia.
-
B.
Brambleton
Brambleton is a track by rapper Pusha T from his critically acclaimed album "It's Almost Dry."
-
C.
Brimley
Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
-
D.
Boughton
Boughton is a small rural village in Norfolk, England, situated near the settlement of Stoke Ferry.
-
E.
Mauldin
Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
- 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: Byington Triple: [Karns, previousName, Byington]
Generated description
Byington is a former name of the community now known as Karns in Tennessee.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byington Target entity description: Byington is a former name of the community now known as Karns in Tennessee.
-
A.
Yatesville
Yatesville is a small town located in the U.S. state of Georgia.
-
B.
Brambleton
Brambleton is a track by rapper Pusha T from his critically acclaimed album "It's Almost Dry."
-
C.
Brimley
Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
-
D.
Boughton
Boughton is a small rural village in Norfolk, England, situated near the settlement of Stoke Ferry.
-
E.
Mauldin
Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356434e9481908f883c09e0908f6b |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6282743e08190a2c84f3b80c6d260 |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b62af29d3c81908cb82d142c2a55a4 |
completed | March 15, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62ba4d6c88190b4eaacd09a0b2b66 |
completed | March 15, 2026, 3:46 a.m. |
Created at: March 12, 2026, 11:33 p.m.