Triple

T15228117
Position Surface form Disambiguated ID Type / Status
Subject Pike County, Arkansas E363928 entity
Predicate largestCity P235 FINISHED
Object Glenwood, Arkansas
Glenwood, Arkansas is a small city in western Arkansas known as the largest community in Pike County and a gateway to nearby outdoor recreation areas.
E1145258 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: Glenwood, Arkansas | Statement: [Pike County, Arkansas, largestCity, Glenwood, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glenwood, Arkansas
Context triple: [Pike County, Arkansas, largestCity, Glenwood, Arkansas]
  • A. Lakeview, Arkansas
    Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
  • B. Galloway, Arkansas
    Galloway, Arkansas is an unincorporated community in central Arkansas located within Lonoke County, near the eastern outskirts of the Little Rock metropolitan area.
  • C. Walnut Hill, Arkansas
    Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
  • D. Gentry, Arkansas
    Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton County.
  • E. Furlow, Arkansas
    Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
  • 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: Glenwood, Arkansas
Triple: [Pike County, Arkansas, largestCity, Glenwood, Arkansas]
Generated description
Glenwood, Arkansas is a small city in western Arkansas known as the largest community in Pike County and a gateway to nearby outdoor recreation areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glenwood, Arkansas
Target entity description: Glenwood, Arkansas is a small city in western Arkansas known as the largest community in Pike County and a gateway to nearby outdoor recreation areas.
  • A. Lakeview, Arkansas
    Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
  • B. Galloway, Arkansas
    Galloway, Arkansas is an unincorporated community in central Arkansas located within Lonoke County, near the eastern outskirts of the Little Rock metropolitan area.
  • C. Walnut Hill, Arkansas
    Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
  • D. Gentry, Arkansas
    Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton County.
  • E. Furlow, Arkansas
    Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd379ac081909ebb3a18c2ee3b3c completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf0fd0208190a24dee813fd5e2e9 completed May 9, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69fee01d74a48190a9134f9e238dc27e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:12 a.m.