Triple
T1316354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Georgia |
E28112
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Gray, Georgia
Gray, Georgia is a small city in Jones County that serves as a local hub within the central region of the state.
|
E213810
|
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: Gray, Georgia | Statement: [Central Georgia, contains, Gray, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gray, Georgia Context triple: [Central Georgia, contains, Gray, Georgia]
-
A.
Gay, Georgia
Gay, Georgia is a small rural town in the U.S. state of Georgia, best known for its biannual Cotton Pickin’ Fair that draws visitors from across the region.
-
B.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
C.
Alvaton, Georgia
Alvaton, Georgia is an unincorporated rural community located in Meriwether County in the west-central part of the state.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
- 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: Gray, Georgia Triple: [Central Georgia, contains, Gray, Georgia]
Generated description
Gray, Georgia is a small city in Jones County that serves as a local hub within the central region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gray, Georgia Target entity description: Gray, Georgia is a small city in Jones County that serves as a local hub within the central region of the state.
-
A.
Gay, Georgia
Gay, Georgia is a small rural town in the U.S. state of Georgia, best known for its biannual Cotton Pickin’ Fair that draws visitors from across the region.
-
B.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
C.
Alvaton, Georgia
Alvaton, Georgia is an unincorporated rural community located in Meriwether County in the west-central part of the state.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
- 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_69a498532c3481909223b74af2e578df |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c175079481909077cf11ed72d6fa |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeab9dd008190a07b22ba3bd5bc22 |
completed | March 8, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69adeb503ec88190b8d0cb17bbb8f520 |
completed | March 8, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adef13e030819086e9e8862198d859 |
completed | March 8, 2026, 9:50 p.m. |
Created at: March 1, 2026, 7:55 p.m.