Triple

T8851479
Position Surface form Disambiguated ID Type / Status
Subject Pike County, Mississippi E210647 entity
Predicate hasVillage P4011 FINISHED
Object Fernwood, Mississippi
Fernwood, Mississippi is a small unincorporated community in Pike County known historically as a railroad and sawmill town in the southern part of the state.
E767417 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: Fernwood, Mississippi | Statement: [Pike County, Mississippi, hasVillage, Fernwood, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fernwood, Mississippi
Context triple: [Pike County, Mississippi, hasVillage, Fernwood, Mississippi]
  • A. Slayden, Mississippi
    Slayden, Mississippi is a small rural village located in Marshall County in the northern part of the state.
  • B. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • C. Byhalia, Mississippi
    Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
  • D. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • E. Southaven, Mississippi
    Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
  • 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: Fernwood, Mississippi
Triple: [Pike County, Mississippi, hasVillage, Fernwood, Mississippi]
Generated description
Fernwood, Mississippi is a small unincorporated community in Pike County known historically as a railroad and sawmill town in the southern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fernwood, Mississippi
Target entity description: Fernwood, Mississippi is a small unincorporated community in Pike County known historically as a railroad and sawmill town in the southern part of the state.
  • A. Slayden, Mississippi
    Slayden, Mississippi is a small rural village located in Marshall County in the northern part of the state.
  • B. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • C. Byhalia, Mississippi
    Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
  • D. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • E. Southaven, Mississippi
    Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c2300c819097b1ca6ebe2f749a completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1c1488c8190ac7b6a13d3af8be6 completed April 3, 2026, 1:33 p.m.
NEDg Description generation batch_69cfc363c3b88190ae61d54ea45e4016 completed April 3, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3b44ba481909e43beebde33930b completed April 3, 2026, 1:42 p.m.
Created at: March 30, 2026, 6:49 p.m.