Triple
T7241834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cairo, Georgia, United States |
E156375
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Grady County
Grady County is a rural county in southwestern Georgia, United States, known for its agricultural economy and for having Cairo as its county seat.
|
E650576
|
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: Grady County | Statement: [Cairo, Georgia, United States, county, Grady County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grady County Context triple: [Cairo, Georgia, United States, county, Grady County]
-
A.
Treutlen County
Treutlen County is a rural county in east-central Georgia, known for its small population, agricultural landscape, and county seat of Soperton.
-
B.
Lumpkin County
Lumpkin County is a county in northern Georgia known historically as a center of the Georgia Gold Rush and for its location in the Appalachian foothills.
-
C.
Choctaw County
Choctaw County is a rural county in southwestern Alabama known for its pine forests, timber industry, and small, close-knit communities.
-
D.
Tallapoosa County
Tallapoosa County is a county in east-central Alabama known for Lake Martin, outdoor recreation, and its county seat, Dadeville.
-
E.
Bryan County
Bryan County is a county in southeastern Oklahoma known for its county seat, Durant, and its mix of small-town communities, agriculture, and regional commerce.
- 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: Grady County Triple: [Cairo, Georgia, United States, county, Grady County]
Generated description
Grady County is a rural county in southwestern Georgia, United States, known for its agricultural economy and for having Cairo as its county seat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grady County Target entity description: Grady County is a rural county in southwestern Georgia, United States, known for its agricultural economy and for having Cairo as its county seat.
-
A.
Treutlen County
Treutlen County is a rural county in east-central Georgia, known for its small population, agricultural landscape, and county seat of Soperton.
-
B.
Lumpkin County
Lumpkin County is a county in northern Georgia known historically as a center of the Georgia Gold Rush and for its location in the Appalachian foothills.
-
C.
Choctaw County
Choctaw County is a rural county in southwestern Alabama known for its pine forests, timber industry, and small, close-knit communities.
-
D.
Tallapoosa County
Tallapoosa County is a county in east-central Alabama known for Lake Martin, outdoor recreation, and its county seat, Dadeville.
-
E.
Bryan County
Bryan County is a county in southeastern Oklahoma known for its county seat, Durant, and its mix of small-town communities, agriculture, and regional commerce.
- 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_69c68827b5e481908dc05e145b2c92d4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea552a688190a00f5d0ad982f787 |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc4292c881909ca7b140a83ed53d |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd7cb5f081908c2ca7ce8653f25f |
completed | March 28, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cdf9e0608190a466ed638b728924 |
completed | March 28, 2026, 12:47 p.m. |
Created at: March 27, 2026, 2:55 p.m.