Triple
T17900837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Illinois |
E447571
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Neoga, Illinois
Neoga, Illinois is a small rural community in Cumberland County known for its agricultural surroundings and small-town character in east-central Illinois.
|
E1417316
|
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: Neoga, Illinois | Statement: [Cumberland County, Illinois, hasUnincorporatedCommunity, Neoga, Illinois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neoga, Illinois Context triple: [Cumberland County, Illinois, hasUnincorporatedCommunity, Neoga, Illinois]
-
A.
Nebo, Illinois
Nebo, Illinois is a small rural village located in western Illinois within Pike County.
-
B.
Somonauk, Illinois
Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
-
C.
Nachusa, Illinois
Nachusa, Illinois is a small unincorporated community in Lee County known for its rural character and proximity to the Nachusa Grasslands nature preserve.
-
D.
Chenoa, Illinois
Chenoa, Illinois is a small Midwestern city in McLean County known historically as a rural agricultural community and a local transportation hub.
-
E.
Owaneco, Illinois
Owaneco, Illinois is a small village located in central Illinois within Christian 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: Neoga, Illinois Triple: [Cumberland County, Illinois, hasUnincorporatedCommunity, Neoga, Illinois]
Generated description
Neoga, Illinois is a small rural community in Cumberland County known for its agricultural surroundings and small-town character in east-central Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neoga, Illinois Target entity description: Neoga, Illinois is a small rural community in Cumberland County known for its agricultural surroundings and small-town character in east-central Illinois.
-
A.
Nebo, Illinois
Nebo, Illinois is a small rural village located in western Illinois within Pike County.
-
B.
Somonauk, Illinois
Somonauk, Illinois is a small village in northern Illinois known for its rural character and location spanning LaSalle and DeKalb counties.
-
C.
Nachusa, Illinois
Nachusa, Illinois is a small unincorporated community in Lee County known for its rural character and proximity to the Nachusa Grasslands nature preserve.
-
D.
Chenoa, Illinois
Chenoa, Illinois is a small Midwestern city in McLean County known historically as a rural agricultural community and a local transportation hub.
-
E.
Owaneco, Illinois
Owaneco, Illinois is a small village located in central Illinois within Christian 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49d8321bc8190a3f679d96323cbbb |
completed | April 19, 2026, 9:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843ce24748190a0bfca69e4d5006d |
completed | May 16, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a0844a1f6988190bbab91201b2a0d7e |
completed | May 16, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0845700ec48190bb59acff92e4e616 |
completed | May 16, 2026, 10:22 a.m. |
Created at: April 10, 2026, 10:19 a.m.