Triple

T18243448
Position Surface form Disambiguated ID Type / Status
Subject Fourth District Normal School E436879 entity
Predicate city P40 FINISHED
Object Springfield
Springfield is a city in southwestern Missouri that serves as a regional center for education, healthcare, and commerce.
 E1315410 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: [Fourth District Normal School, city, Springfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springfield
Context triple: [Fourth District Normal School, city, Springfield]
  • A. Springfield
    Springfield is a small rural town located in the state of Kansas in the United States.
  • B. Springfield
    Springfield is the fictional American town that serves as the primary setting for the animated television series "The Simpsons."
  • C. Springfield
    Springfield is a small town in Otsego County, New York, known for its rural character and proximity to the northern end of Otsego Lake.
  • D. Springfield
    Springfield is a master-planned residential and commercial suburb in the City of Ipswich, Queensland, Australia.
  • E. Springfield
    Springfield is a suburban area near Chelmsford in Essex, England, known primarily as a residential community with local amenities and proximity to the River Chelmer.
  • 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: [Fourth District Normal School, city, Springfield]
Generated description
Springfield is a city in southwestern Missouri that serves as a regional center for education, healthcare, and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springfield
Target entity description: Springfield is a city in southwestern Missouri that serves as a regional center for education, healthcare, and commerce.
  • A. Springfield
    Springfield is the capital city of the U.S. state of Illinois and a major center of its government and political activity.
  • B. Springfield
    Springfield is a small city in Sarpy County, Nebraska, known for its rural character within the Omaha metropolitan area.
  • C. Springfield
    Springfield is a mid-sized American city in Ohio known for its industrial heritage, historic architecture, and cultural institutions.
  • D. Springfield
    Springfield is a major city in western Massachusetts known as the birthplace of basketball and a regional hub for culture, education, and transportation.
  • E. Springfield
    Springfield is a small rural town located in the state of Kansas in the United States.
  • 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f7e4f0548190bc617e6acd17010d completed April 19, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3ec3ff48190907ddbb1cffe1936 completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4a9648881908924fa06a74c52ca completed May 12, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_6a03b597ba408190a4e34a2fca922c84 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:33 a.m.