Triple

T13265809
Position Surface form Disambiguated ID Type / Status
Subject Jones County, Mississippi E315919 entity
Predicate hasCity P316 FINISHED
Object Heidelberg, Mississippi
Heidelberg, Mississippi is a small town in southeastern Mississippi known for its rural character and location along major transportation routes in Jasper County.
 E1164371 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: Heidelberg, Mississippi | Statement: [Jones County, Mississippi, hasCity, Heidelberg, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heidelberg, Mississippi
Context triple: [Jones County, Mississippi, hasCity, Heidelberg, Mississippi]
  • A. Hickory, Mississippi
    Hickory, Mississippi is a small rural town in east-central Mississippi known for its tight-knit community and traditional Southern character.
  • B. Brookhaven, Mississippi
    Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
  • C. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • D. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • E. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • 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: Heidelberg, Mississippi
Triple: [Jones County, Mississippi, hasCity, Heidelberg, Mississippi]
Generated description
Heidelberg, Mississippi is a small town in southeastern Mississippi known for its rural character and location along major transportation routes in Jasper County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heidelberg, Mississippi
Target entity description: Heidelberg, Mississippi is a small town in southeastern Mississippi known for its rural character and location along major transportation routes in Jasper County.
  • A. Hickory, Mississippi
    Hickory, Mississippi is a small rural town in east-central Mississippi known for its tight-knit community and traditional Southern character.
  • B. Brookhaven, Mississippi
    Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
  • C. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • D. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • E. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c2818ec8190ae926a0ffdeb7bb7 completed May 9, 2026, 3 p.m.
NEDg Description generation batch_69ff4cbbaafc819085e7714274f2a6b9 completed May 9, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d516fac8190bc00db7c61ba012b completed May 9, 2026, 3:05 p.m.
Created at: April 9, 2026, 9:25 p.m.