Triple
T15054721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oktibbeha County, Mississippi |
E379458
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Fearn Springs, Mississippi
Fearn Springs, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
|
E1141984
|
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: Fearn Springs, Mississippi | Statement: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Fearn Springs, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fearn Springs, Mississippi Context triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Fearn Springs, Mississippi]
-
A.
Crystal Springs, Mississippi
Crystal Springs, Mississippi is a small city in Copiah County known historically for its agriculture and as part of the Jackson Metropolitan Area.
-
B.
Craig Springs, Mississippi
Craig Springs, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
-
C.
Goshen Springs, Mississippi
Goshen Springs, Mississippi is a small unincorporated rural community located in central Mississippi within the Jackson metropolitan area.
-
D.
Rawls Springs, Mississippi
Rawls Springs, Mississippi is an unincorporated community in southern Mississippi located near Hattiesburg in Forrest County.
-
E.
Fernwood, Mississippi
Fernwood, Mississippi is a small unincorporated community in Pike County known historically as a railroad and sawmill town in the southern part of the state.
- 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: Fearn Springs, Mississippi Triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Fearn Springs, Mississippi]
Generated description
Fearn Springs, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fearn Springs, Mississippi Target entity description: Fearn Springs, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
-
A.
Crystal Springs, Mississippi
Crystal Springs, Mississippi is a small city in Copiah County known historically for its agriculture and as part of the Jackson Metropolitan Area.
-
B.
Craig Springs, Mississippi
Craig Springs, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
-
C.
Goshen Springs, Mississippi
Goshen Springs, Mississippi is a small unincorporated rural community located in central Mississippi within the Jackson metropolitan area.
-
D.
Rawls Springs, Mississippi
Rawls Springs, Mississippi is an unincorporated community in southern Mississippi located near Hattiesburg in Forrest County.
-
E.
Fernwood, Mississippi
Fernwood, Mississippi is a small unincorporated community in Pike County known historically as a railroad and sawmill town in the southern part of the state.
- 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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda92091c81909180f486edf01405 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec878c52c8190bf010b1fd4d21f65 |
completed | May 9, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_69fecc54e7a08190bcdc6a53508dd9e7 |
completed | May 9, 2026, 5:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feccca7d908190b0be236cf18e7b4c |
completed | May 9, 2026, 5:57 a.m. |
Created at: April 10, 2026, 3:01 a.m.