Triple
T8556969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilcox County, Alabama |
E202594
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Black Belt for soil and demographics
The Black Belt for soil and demographics is a region in the Southern United States characterized by its fertile dark soils and a historically high African American population rooted in the legacy of plantation agriculture.
|
E743257
|
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: Black Belt for soil and demographics | Statement: [Wilcox County, Alabama, partOf, Black Belt for soil and demographics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Belt for soil and demographics Context triple: [Wilcox County, Alabama, partOf, Black Belt for soil and demographics]
-
A.
Maryland soil conservation districts
Maryland soil conservation districts are local governmental entities in Maryland that work with landowners and farmers to prevent soil erosion, protect water quality, and promote sustainable land management practices.
-
B.
Brown Field
Brown Field is a military training area associated with the United States Marine Corps Officer Candidates School.
-
C.
Ohio Division of Soil and Water Conservation
The Ohio Division of Soil and Water Conservation is a state agency unit responsible for protecting and managing Ohio’s soil and water resources through conservation programs, technical assistance, and partnerships with local districts and landowners.
-
D.
Healthy Soils Program
The Healthy Soils Program is a California initiative that provides incentives and support for farmers and ranchers to adopt soil management practices that improve soil health, sequester carbon, and reduce greenhouse gas emissions.
-
E.
Felda
Felda is a small river in central Germany that flows through Hesse and Thuringia before joining the Werra.
- 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: Black Belt for soil and demographics Triple: [Wilcox County, Alabama, partOf, Black Belt for soil and demographics]
Generated description
The Black Belt for soil and demographics is a region in the Southern United States characterized by its fertile dark soils and a historically high African American population rooted in the legacy of plantation agriculture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Belt for soil and demographics Target entity description: The Black Belt for soil and demographics is a region in the Southern United States characterized by its fertile dark soils and a historically high African American population rooted in the legacy of plantation agriculture.
-
A.
Maryland soil conservation districts
Maryland soil conservation districts are local governmental entities in Maryland that work with landowners and farmers to prevent soil erosion, protect water quality, and promote sustainable land management practices.
-
B.
Brown Field
Brown Field is a military training area associated with the United States Marine Corps Officer Candidates School.
-
C.
Ohio Division of Soil and Water Conservation
The Ohio Division of Soil and Water Conservation is a state agency unit responsible for protecting and managing Ohio’s soil and water resources through conservation programs, technical assistance, and partnerships with local districts and landowners.
-
D.
Healthy Soils Program
The Healthy Soils Program is a California initiative that provides incentives and support for farmers and ranchers to adopt soil management practices that improve soil health, sequester carbon, and reduce greenhouse gas emissions.
-
E.
Felda
Felda is a small river in central Germany that flows through Hesse and Thuringia before joining the Werra.
- 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_69ca8326e6c881908ff720d6abaebdc5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe946d1408190adc7dfb7b2173f9d |
completed | March 31, 2026, 3:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce893b24c0819094fead15749fe1ee |
completed | April 2, 2026, 3:20 p.m. |
| NEDg | Description generation | batch_69ce8a9ba0448190ae7637f24b8a8032 |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8bda33548190a8f6985a48d65a39 |
completed | April 2, 2026, 3:31 p.m. |
Created at: March 30, 2026, 6:20 p.m.