Triple

T11877440
Position Surface form Disambiguated ID Type / Status
Subject Berkeley County E282563 entity
Predicate containsCommunity P8617 FINISHED
Object Big Spring
Big Spring is a small unincorporated community located in Berkeley County in the Eastern Panhandle region of West Virginia.
E951862 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: Big Spring | Statement: [Berkeley County, containsCommunity, Big Spring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Spring
Context triple: [Berkeley County, containsCommunity, Big Spring]
  • A. Big Spring
    Big Spring is a small West Texas city known historically as a railroad and oil hub on the edge of the Permian Basin.
  • B. Palo Duro Creek
    Palo Duro Creek is a stream in the Texas Panhandle that drains part of the High Plains and feeds into the Canadian River system.
  • C. Stone Spring
    Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
  • D. Concho River
    The Concho River is a river in West Texas that flows through the city of San Angelo and ultimately joins the Colorado River of Texas, contributing to the region’s water supply and recreation.
  • E. Cibolo
    Cibolo is a growing suburban city in the San Antonio metropolitan area of south-central Texas, known for its family-oriented communities and proximity to major military and employment centers.
  • 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: Big Spring
Triple: [Berkeley County, containsCommunity, Big Spring]
Generated description
Big Spring is a small unincorporated community located in Berkeley County in the Eastern Panhandle region of West Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Spring
Target entity description: Big Spring is a small unincorporated community located in Berkeley County in the Eastern Panhandle region of West Virginia.
  • A. Big Spring
    Big Spring is a small West Texas city known historically as a railroad and oil hub on the edge of the Permian Basin.
  • B. Palo Duro Creek
    Palo Duro Creek is a stream in the Texas Panhandle that drains part of the High Plains and feeds into the Canadian River system.
  • C. Stone Spring
    Stone Spring is a science fiction novel by Stephen Baxter that reimagines prehistoric Britain facing a catastrophic sea-level rise and the resulting struggle for survival and adaptation.
  • D. Concho River
    The Concho River is a river in West Texas that flows through the city of San Angelo and ultimately joins the Colorado River of Texas, contributing to the region’s water supply and recreation.
  • E. Cibolo
    Cibolo is a growing suburban city in the San Antonio metropolitan area of south-central Texas, known for its family-oriented communities and proximity to major military and employment centers.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be1b6a5c81909a18c54205dda09c completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281d8c65081908ebaf4bff5670c47 completed April 29, 2026, 10:10 p.m.
NEDg Description generation batch_69f2b8b73f28819089ac252f7f823efb completed April 30, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69f2c4120f448190ac0ac944e77cb20e completed April 30, 2026, 2:53 a.m.
Created at: April 8, 2026, 9:44 p.m.