Triple
T4653023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty County, Georgia |
E102340
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Walthourville, Georgia
Walthourville, Georgia is a small city in southeastern Georgia that forms part of the Hinesville–Fort Stewart metropolitan area.
|
E473445
|
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: Walthourville, Georgia | Statement: [Liberty County, Georgia, containsSettlement, Walthourville, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walthourville, Georgia Context triple: [Liberty County, Georgia, containsSettlement, Walthourville, Georgia]
-
A.
Wadley, Georgia
Wadley, Georgia is a small city in east-central Georgia known historically as a railroad and agricultural community within the Augusta metropolitan area.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Woodbury, Georgia
Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
-
D.
Williamson, Georgia
Williamson, Georgia is a small rural city located in Pike County in the west-central part of the U.S. state of Georgia.
-
E.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
- 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: Walthourville, Georgia Triple: [Liberty County, Georgia, containsSettlement, Walthourville, Georgia]
Generated description
Walthourville, Georgia is a small city in southeastern Georgia that forms part of the Hinesville–Fort Stewart metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walthourville, Georgia Target entity description: Walthourville, Georgia is a small city in southeastern Georgia that forms part of the Hinesville–Fort Stewart metropolitan area.
-
A.
Wadley, Georgia
Wadley, Georgia is a small city in east-central Georgia known historically as a railroad and agricultural community within the Augusta metropolitan area.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Woodbury, Georgia
Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
-
D.
Williamson, Georgia
Williamson, Georgia is a small rural city located in Pike County in the west-central part of the U.S. state of Georgia.
-
E.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6314883481908f085a7af497b0d8 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c80125c8190b0ac3f759cce1c32 |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be5d6a3df081909de27be7a16b33f7 |
completed | March 21, 2026, 8:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5dcbb58c8190bbcf75c570720ad6 |
completed | March 21, 2026, 8:58 a.m. |
Created at: March 20, 2026, 1:14 p.m.