Triple

T6218635
Position Surface form Disambiguated ID Type / Status
Subject Northern Mississippi E139053 entity
Predicate hasMajorCity P316 FINISHED
Object Oxford–Tupelo combined area
The Oxford–Tupelo combined area is a regional population and economic hub in northern Mississippi centered on the cities of Oxford and Tupelo.
E578663 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: Oxford–Tupelo combined area | Statement: [Northern Mississippi, hasMajorCity, Oxford–Tupelo combined area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oxford–Tupelo combined area
Context triple: [Northern Mississippi, hasMajorCity, Oxford–Tupelo combined area]
  • A. Tupelo, Mississippi
    Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
  • B. Memphis metropolitan area
    The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
  • C. Anniston–Oxford metropolitan area
    The Anniston–Oxford metropolitan area is a small urban region in northeastern Alabama centered around the cities of Anniston and Oxford and their surrounding communities.
  • D. Greenwood micropolitan area
    The Greenwood micropolitan area is a small urban-centered region in Mississippi anchored by the city of Greenwood and its surrounding communities.
  • E. Tuscaloosa metropolitan area
    The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
  • 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: Oxford–Tupelo combined area
Triple: [Northern Mississippi, hasMajorCity, Oxford–Tupelo combined area]
Generated description
The Oxford–Tupelo combined area is a regional population and economic hub in northern Mississippi centered on the cities of Oxford and Tupelo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oxford–Tupelo combined area
Target entity description: The Oxford–Tupelo combined area is a regional population and economic hub in northern Mississippi centered on the cities of Oxford and Tupelo.
  • A. Tupelo, Mississippi
    Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
  • B. Memphis metropolitan area
    The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
  • C. Anniston–Oxford metropolitan area
    The Anniston–Oxford metropolitan area is a small urban region in northeastern Alabama centered around the cities of Anniston and Oxford and their surrounding communities.
  • D. Greenwood micropolitan area
    The Greenwood micropolitan area is a small urban-centered region in Mississippi anchored by the city of Greenwood and its surrounding communities.
  • E. Tuscaloosa metropolitan area
    The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a481908190a1418d9fcfaf8137 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dbbacf08190bbbb2863e19c3e7c completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c214980bbc8190b188b3c821ea13ea completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c2157d43048190a0376cdc9024c5f9 completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:21 p.m.