Triple

T12510294
Position Surface form Disambiguated ID Type / Status
Subject River Chelmer E299057 entity
Predicate flowsNear P350 FINISHED
Object 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.
 E994537 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: [River Chelmer, flowsNear, Springfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springfield
Context triple: [River Chelmer, flowsNear, 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 city in southeastern Georgia that serves as the administrative and cultural hub of Effingham County.
  • D. 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.
  • E. Springfield
    Springfield is a master-planned residential and commercial suburb in the City of Ipswich, Queensland, Australia.
  • 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: [River Chelmer, flowsNear, Springfield]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springfield
Target entity description: 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.
  • 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 master-planned residential and commercial suburb in the City of Ipswich, Queensland, Australia.
  • C. Springfield
    Springfield is a residential suburb in the Central Coast region of New South Wales, Australia, situated near the city of Gosford.
  • D. Springfield
    Springfield is a small city in Sarpy County, Nebraska, known for its rural character within the Omaha metropolitan area.
  • E. Springfield
    Springfield is a small city in southeastern Georgia that serves as the administrative and cultural hub of Effingham County.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541c1ca08190a4026c394ebcbeb5 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6685d8c64819088db715d7552d18d completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f6697d8ac88190b4ead9ce47f3a705 completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a2da60881909b0a689821456bb4 completed May 2, 2026, 9:18 p.m.
Created at: April 8, 2026, 9:57 p.m.