Triple
T7202219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Escambia County, Alabama |
E168774
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
McCullough, Alabama
McCullough, Alabama is a small rural unincorporated community located in Escambia County in the southern part of the state.
|
E690770
|
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: McCullough, Alabama | Statement: [Escambia County, Alabama, hasUnincorporatedCommunity, McCullough, Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McCullough, Alabama Context triple: [Escambia County, Alabama, hasUnincorporatedCommunity, McCullough, Alabama]
-
A.
McCalla, Alabama
McCalla, Alabama is an unincorporated community in Jefferson and Tuscaloosa counties known for its suburban character and proximity to Birmingham and historic sites like Tannehill Ironworks.
-
B.
Heflin, Alabama
Heflin, Alabama is a small city in Cleburne County that serves as the county seat and lies in eastern Alabama near the Georgia state line.
-
C.
Crawford, Alabama
Crawford, Alabama is an unincorporated community in Russell County known for its rural character and location in eastern Alabama near the Georgia state line.
-
D.
Steele, Alabama
Steele, Alabama is a small town in northeastern Alabama known for its rural character and location within St. Clair County.
-
E.
Billingsley, Alabama
Billingsley, Alabama is a small rural town in central Alabama known for its close-knit community and agricultural surroundings.
- 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: McCullough, Alabama Triple: [Escambia County, Alabama, hasUnincorporatedCommunity, McCullough, Alabama]
Generated description
McCullough, Alabama is a small rural unincorporated community located in Escambia County in the southern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: McCullough, Alabama Target entity description: McCullough, Alabama is a small rural unincorporated community located in Escambia County in the southern part of the state.
-
A.
McCalla, Alabama
McCalla, Alabama is an unincorporated community in Jefferson and Tuscaloosa counties known for its suburban character and proximity to Birmingham and historic sites like Tannehill Ironworks.
-
B.
Heflin, Alabama
Heflin, Alabama is a small city in Cleburne County that serves as the county seat and lies in eastern Alabama near the Georgia state line.
-
C.
Crawford, Alabama
Crawford, Alabama is an unincorporated community in Russell County known for its rural character and location in eastern Alabama near the Georgia state line.
-
D.
Steele, Alabama
Steele, Alabama is a small town in northeastern Alabama known for its rural character and location within St. Clair County.
-
E.
Billingsley, Alabama
Billingsley, Alabama is a small rural town in central Alabama known for its close-knit community and agricultural surroundings.
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e94a9ee4819086de79fcdfa1836a |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9493bf8088190bc59dd0e36d16a20 |
completed | March 29, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69c949ce7900819080312f9f5776e7f7 |
completed | March 29, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c94a1e78f08190955632d35b02fb91 |
completed | March 29, 2026, 3:49 p.m. |
Created at: March 27, 2026, 2:52 p.m.