Triple

T7854780
Position Surface form Disambiguated ID Type / Status
Subject Dayton International Airport E182145 entity
Predicate cityServed P82 FINISHED
Object Springfield
Springfield is a city in western Ohio, United States, known as the county seat of Clark County and part of the Dayton–Springfield metropolitan area.
 E574860 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: Springfield | Statement: [Dayton International Airport, cityServed, Springfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springfield
Context triple: [Dayton International Airport, cityServed, Springfield]
  • A. Springfield
    Springfield is a populous suburban community in Northern Virginia known for its major transportation junctions, shopping centers, and proximity to Washington, D.C.
  • B. Springfield
    Springfield is a small rural town located in the state of Kansas in the United States.
  • C. Springfield
    Springfield is a major city in western Massachusetts known as the birthplace of basketball and a regional hub for culture, education, and transportation.
  • D. Springfield
    Springfield is a town located in Dane County, Wisconsin, known for its rural character and proximity to the Madison metropolitan area.
  • E. Springfield
    Springfield is the fictional American town that serves as the primary setting for the animated television series "The Simpsons."
  • 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: Springfield
Triple: [Dayton International Airport, cityServed, Springfield]
Generated description
Springfield is a city in western Ohio, United States, known as the county seat of Clark County and part of the Dayton–Springfield metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springfield
Target entity description: Springfield is a city in western Ohio, United States, known as the county seat of Clark County and part of the Dayton–Springfield metropolitan area.
  • A. Springfield chosen
    Springfield is a mid-sized American city in Ohio known for its industrial heritage, historic architecture, and cultural institutions.
  • B. Springfield
    Springfield is a small city in southeastern Georgia that serves as the administrative and cultural hub of Effingham County.
  • C. Springfield
    Springfield is the capital city of the U.S. state of Illinois and a major center of its government and political activity.
  • D. Springfield
    Springfield is a town located in Dane County, Wisconsin, known for its rural character and proximity to the Madison metropolitan area.
  • E. Springfield
    Springfield is a major city in western Massachusetts known as the birthplace of basketball and a regional hub for culture, education, and transportation.
  • 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a72cfdc8190a3186c4c2894f571 completed March 31, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b27e9b081909a0574458ddf43b0 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762eab0881909c5035b3086dfdd9 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb801cc0c8190864d28e199eb5e67 completed March 31, 2026, 12:03 p.m.
Created at: March 30, 2026, 4:51 p.m.