Triple
T5316276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macon County, Georgia |
E119155
|
entity |
| Predicate | hasLargestCity |
P235
|
FINISHED |
| Object |
Montezuma, Georgia
Montezuma, Georgia is a small city in central Georgia known as the largest municipality in Macon County and part of the broader Americus–Cordele–Vienna combined statistical area.
|
E516217
|
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: Montezuma, Georgia | Statement: [Macon County, Georgia, hasLargestCity, Montezuma, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montezuma, Georgia Context triple: [Macon County, Georgia, hasLargestCity, Montezuma, Georgia]
-
A.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
-
B.
Zebulon, Georgia
Zebulon, Georgia is a small historic city in central Georgia that serves as the administrative and cultural hub of Pike County.
-
C.
Valdosta, Georgia
Valdosta, Georgia is a small city in southern Georgia known as a regional hub for education, retail, and sports, particularly high school football.
-
D.
Jesup, Georgia
Jesup, Georgia is a small city in southeastern Georgia that serves as the county seat of Wayne County and a regional hub for rail and outdoor recreation.
-
E.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
- 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: Montezuma, Georgia Triple: [Macon County, Georgia, hasLargestCity, Montezuma, Georgia]
Generated description
Montezuma, Georgia is a small city in central Georgia known as the largest municipality in Macon County and part of the broader Americus–Cordele–Vienna combined statistical area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montezuma, Georgia Target entity description: Montezuma, Georgia is a small city in central Georgia known as the largest municipality in Macon County and part of the broader Americus–Cordele–Vienna combined statistical area.
-
A.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
-
B.
Zebulon, Georgia
Zebulon, Georgia is a small historic city in central Georgia that serves as the administrative and cultural hub of Pike County.
-
C.
Valdosta, Georgia
Valdosta, Georgia is a small city in southern Georgia known as a regional hub for education, retail, and sports, particularly high school football.
-
D.
Jesup, Georgia
Jesup, Georgia is a small city in southeastern Georgia that serves as the county seat of Wayne County and a regional hub for rail and outdoor recreation.
-
E.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd854fd07c8190b4f1c3c8e618c308 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf290bb4148190b6f98fcd36d03c02 |
completed | March 21, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69bf2a23ba1881909ddc549728bbc2d3 |
completed | March 21, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2e6d5f9081908327dff0058241f0 |
completed | March 21, 2026, 11:49 p.m. |
Created at: March 20, 2026, 1:54 p.m.