Triple
T2076013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heiberger, Alabama, United States |
E44924
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Alabama Black Belt region
The Alabama Black Belt region is a historically significant area of south-central Alabama known for its fertile dark soil, legacy of plantation agriculture, and enduring social and economic challenges.
|
E230563
|
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: Alabama Black Belt region | Statement: [Heiberger, Alabama, United States, partOf, Alabama Black Belt region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alabama Black Belt region Context triple: [Heiberger, Alabama, United States, partOf, Alabama Black Belt region]
-
A.
Ark-La-Miss region
The Ark-La-Miss region is a tri-state area in the southern United States where Arkansas, Louisiana, and Mississippi meet, sharing economic, cultural, and geographic ties.
-
B.
Southwestern Mississippi
Southwestern Mississippi is a region of the U.S. state of Mississippi known for its small cities like McComb, rural landscapes, and historical ties to the Deep South.
-
C.
East South Central States
The East South Central States are a U.S. Census Bureau–defined region in the southeastern United States that includes Alabama, Kentucky, Mississippi, and Tennessee.
-
D.
Northern Mississippi
Northern Mississippi is a culturally Southern region of the U.S. state of Mississippi, known for its rural landscapes, blues heritage, and ties to the broader Upper South.
-
E.
Southern United States
The Southern United States is a culturally distinct region of the country known for its historical ties to the Confederacy, unique traditions in music and cuisine, and a warm climate spanning from the Atlantic coast to the Gulf of Mexico.
- 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: Alabama Black Belt region Triple: [Heiberger, Alabama, United States, partOf, Alabama Black Belt region]
Generated description
The Alabama Black Belt region is a historically significant area of south-central Alabama known for its fertile dark soil, legacy of plantation agriculture, and enduring social and economic challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alabama Black Belt region Target entity description: The Alabama Black Belt region is a historically significant area of south-central Alabama known for its fertile dark soil, legacy of plantation agriculture, and enduring social and economic challenges.
-
A.
Ark-La-Miss region
The Ark-La-Miss region is a tri-state area in the southern United States where Arkansas, Louisiana, and Mississippi meet, sharing economic, cultural, and geographic ties.
-
B.
Southwestern Mississippi
Southwestern Mississippi is a region of the U.S. state of Mississippi known for its small cities like McComb, rural landscapes, and historical ties to the Deep South.
-
C.
East South Central States
The East South Central States are a U.S. Census Bureau–defined region in the southeastern United States that includes Alabama, Kentucky, Mississippi, and Tennessee.
-
D.
Northern Mississippi
Northern Mississippi is a culturally Southern region of the U.S. state of Mississippi, known for its rural landscapes, blues heritage, and ties to the broader Upper South.
-
E.
Southern United States
The Southern United States is a culturally distinct region of the country known for its historical ties to the Confederacy, unique traditions in music and cuisine, and a warm climate spanning from the Atlantic coast to the Gulf of Mexico.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba127dcc81909c2365d455eeb746 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2734a0688190a43c9687af48d06d |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae28155ec8819097741dcfd3d81110 |
completed | March 9, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2889503c8190bc72e786c656edf3 |
completed | March 9, 2026, 1:55 a.m. |
Created at: March 4, 2026, 7:41 p.m.