Triple

T9283127
Position Surface form Disambiguated ID Type / Status
Subject Gunpowder Falls State Park E223118 entity
Predicate hasPart P35 FINISHED
Object Hereford Area
Hereford Area is a popular section of Gunpowder Falls State Park in Maryland known for its scenic river gorge, hiking trails, and trout fishing.
E789545 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: Hereford Area | Statement: [Gunpowder Falls State Park, hasPart, Hereford Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hereford Area
Context triple: [Gunpowder Falls State Park, hasPart, Hereford Area]
  • A. North Herefordshire
    North Herefordshire is a UK parliamentary constituency in the county of Herefordshire, covering a largely rural area including the market town of Leominster.
  • B. Herefordshire
    Herefordshire is a predominantly rural county in the West Midlands of England, known for its agriculture, rolling countryside, and the cathedral city of Hereford.
  • C. South West Wiltshire
    South West Wiltshire is a UK parliamentary constituency in the county of Wiltshire, represented in the House of Commons.
  • D. Cotswold District
    Cotswold District is a local government district in Gloucestershire, England, known for its picturesque rural landscapes, historic market towns, and traditional Cotswold stone architecture.
  • E. Hereford
    Hereford is a cathedral city in Herefordshire, England, known for its historic architecture and role as a military and agricultural center.
  • 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: Hereford Area
Triple: [Gunpowder Falls State Park, hasPart, Hereford Area]
Generated description
Hereford Area is a popular section of Gunpowder Falls State Park in Maryland known for its scenic river gorge, hiking trails, and trout fishing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hereford Area
Target entity description: Hereford Area is a popular section of Gunpowder Falls State Park in Maryland known for its scenic river gorge, hiking trails, and trout fishing.
  • A. North Herefordshire
    North Herefordshire is a UK parliamentary constituency in the county of Herefordshire, covering a largely rural area including the market town of Leominster.
  • B. Herefordshire
    Herefordshire is a predominantly rural county in the West Midlands of England, known for its agriculture, rolling countryside, and the cathedral city of Hereford.
  • C. South West Wiltshire
    South West Wiltshire is a UK parliamentary constituency in the county of Wiltshire, represented in the House of Commons.
  • D. Cotswold District
    Cotswold District is a local government district in Gloucestershire, England, known for its picturesque rural landscapes, historic market towns, and traditional Cotswold stone architecture.
  • E. Hereford
    Hereford is a cathedral city in Herefordshire, England, known for its historic architecture and role as a military and agricultural center.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd081d60a88190b49b040d0e7415bf completed April 1, 2026, 11:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2134d408190b21c7dc642549fe4 completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b301659481909c1865884421fcde completed April 4, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69d0b38ae1ec8190b36019d3a642290d completed April 4, 2026, 6:45 a.m.
Created at: March 30, 2026, 7:34 p.m.