Triple
T15054722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oktibbeha County, Mississippi |
E379458
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Muldrow, Mississippi
Muldrow, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
|
E1291563
|
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: Muldrow, Mississippi | Statement: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Muldrow, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muldrow, Mississippi Context triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Muldrow, Mississippi]
-
A.
DeLisle, Mississippi
DeLisle, Mississippi is a small unincorporated community on the Gulf Coast known as the rural hometown of National Book Award–winning author Jesmyn Ward.
-
B.
Tchula, Mississippi
Tchula, Mississippi is a small town in the Mississippi Delta known for its predominantly African American population, agricultural surroundings, and history shaped by the legacy of plantation-era farming and civil rights–era struggles.
-
C.
Mize, Mississippi
Mize, Mississippi is a small rural town in Smith County known for its tight-knit community and traditional Southern character.
-
D.
Ovett, Mississippi
Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
-
E.
McCool, Mississippi
McCool, Mississippi is a small rural town located in central Mississippi within Attala 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: Muldrow, Mississippi Triple: [Oktibbeha County, Mississippi, hasUnincorporatedCommunity, Muldrow, Mississippi]
Generated description
Muldrow, 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: Muldrow, Mississippi Target entity description: Muldrow, Mississippi is a small unincorporated rural community located in Oktibbeha County in the U.S. state of Mississippi.
-
A.
DeLisle, Mississippi
DeLisle, Mississippi is a small unincorporated community on the Gulf Coast known as the rural hometown of National Book Award–winning author Jesmyn Ward.
-
B.
Tchula, Mississippi
Tchula, Mississippi is a small town in the Mississippi Delta known for its predominantly African American population, agricultural surroundings, and history shaped by the legacy of plantation-era farming and civil rights–era struggles.
-
C.
Mize, Mississippi
Mize, Mississippi is a small rural town in Smith County known for its tight-knit community and traditional Southern character.
-
D.
Ovett, Mississippi
Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
-
E.
McCool, Mississippi
McCool, Mississippi is a small rural town located in central Mississippi within Attala 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_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_6a030c468b508190a1d683ff354c235c |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030ce6e0248190854acf6ad772cb08 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030d4d117c8190a115b86df7990087 |
completed | May 12, 2026, 11:21 a.m. |
Created at: April 10, 2026, 3:01 a.m.