Triple
T15054716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oktibbeha County, Mississippi |
E379458
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Hickory Grove, Mississippi
Hickory Grove, Mississippi is a small unincorporated rural community located in Oktibbeha County in the east-central part of the state.
|
E1135446
|
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: Hickory Grove, Mississippi | Statement: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Hickory Grove, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hickory Grove, Mississippi Context triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Hickory Grove, Mississippi]
-
A.
Hickory, Mississippi
Hickory, Mississippi is a small rural town in east-central Mississippi known for its tight-knit community and traditional Southern character.
-
B.
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.
-
C.
Brookhaven, Mississippi
Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
-
D.
Byhalia, Mississippi
Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
-
E.
Southaven, Mississippi
Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
- 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: Hickory Grove, Mississippi Triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Hickory Grove, Mississippi]
Generated description
Hickory Grove, Mississippi is a small unincorporated rural community located in Oktibbeha County in the east-central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hickory Grove, Mississippi Target entity description: Hickory Grove, Mississippi is a small unincorporated rural community located in Oktibbeha County in the east-central part of the state.
-
A.
Hickory, Mississippi
Hickory, Mississippi is a small rural town in east-central Mississippi known for its tight-knit community and traditional Southern character.
-
B.
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.
-
C.
Brookhaven, Mississippi
Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
-
D.
Byhalia, Mississippi
Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
-
E.
Southaven, Mississippi
Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
- 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_69fea5bdeee48190949b0fe63eb6a21a |
completed | May 9, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_69fea79dd1bc8190ae1ac5edad3db9cb |
completed | May 9, 2026, 3:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea83aaff48190af7a7399e40fdf46 |
completed | May 9, 2026, 3:21 a.m. |
Created at: April 10, 2026, 3:01 a.m.