Triple

T8777727
Position Surface form Disambiguated ID Type / Status
Subject McComb School District E208636 entity
Predicate serviceArea P82 FINISHED
Object McComb, Mississippi metropolitan area
The McComb, Mississippi metropolitan area is a small regional hub in southwestern Mississippi centered on the city of McComb, serving as a local center for commerce, education, and transportation for surrounding rural communities.
 E34880 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: McComb, Mississippi metropolitan area | Statement: [McComb School District, serviceArea, McComb, Mississippi metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: McComb, Mississippi metropolitan area
Context triple: [McComb School District, serviceArea, McComb, Mississippi metropolitan area]
  • A. Jackson, MS Metropolitan Statistical Area
    The Jackson, MS Metropolitan Statistical Area is a U.S. Census-defined region centered on Jackson, Mississippi, encompassing the city and its surrounding counties as a single economic and population hub.
  • B. Oxford, Mississippi micropolitan area
    The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
  • C. Meridian, Mississippi
    Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
  • D. McComb, Mississippi, United States
    McComb is a small city in southwestern Mississippi, United States, known historically as a railroad hub and for its significant role in the American civil rights movement.
  • E. Newton, Mississippi
    Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural area.
  • 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: McComb, Mississippi metropolitan area
Triple: [McComb School District, serviceArea, McComb, Mississippi metropolitan area]
Generated description
The McComb, Mississippi metropolitan area is a small regional hub in southwestern Mississippi centered on the city of McComb, serving as a local center for commerce, education, and transportation for surrounding rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: McComb, Mississippi metropolitan area
Target entity description: The McComb, Mississippi metropolitan area is a small regional hub in southwestern Mississippi centered on the city of McComb, serving as a local center for commerce, education, and transportation for surrounding rural communities.
  • A. Jackson, MS Metropolitan Statistical Area
    The Jackson, MS Metropolitan Statistical Area is a U.S. Census-defined region centered on Jackson, Mississippi, encompassing the city and its surrounding counties as a single economic and population hub.
  • B. Oxford, Mississippi micropolitan area
    The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
  • C. Meridian, Mississippi
    Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
  • D. McComb, Mississippi, United States chosen
    McComb is a small city in southwestern Mississippi, United States, known historically as a railroad hub and for its significant role in the American civil rights movement.
  • E. Newton, Mississippi
    Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural area.
  • F. None of above.

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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f51b3d48190b542a0423d3938e0 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfab596ef88190b538d15b0d71e176 completed April 3, 2026, 11:58 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:42 p.m.