Triple

T2911987
Position Surface form Disambiguated ID Type / Status
Subject Plymouth Notch, Vermont, United States E63701 entity
Predicate hasNearestLargerSettlement P42873 FINISHED
Object Ludlow, Vermont
Ludlow, Vermont is a small town in Windsor County known as a popular year-round resort destination, largely due to the nearby Okemo Mountain ski area.
E367752 NE FINISHED

How this triple was built (5 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: Ludlow, Vermont | Statement: [Plymouth Notch, Vermont, United States, hasNearestLargerSettlement, Ludlow, Vermont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludlow, Vermont
Context triple: [Plymouth Notch, Vermont, United States, hasNearestLargerSettlement, Ludlow, Vermont]
  • A. Underhill, Vermont
    Underhill, Vermont is a small rural town in northwestern Vermont known for its scenic landscapes near Mount Mansfield and its location within the Burlington metropolitan area.
  • B. Milton, Vermont
    Milton, Vermont is a small town in northwestern Vermont situated along the Lamoille River and Lake Champlain, known for its rural character and proximity to the Burlington metropolitan area.
  • C. St. George, Vermont
    St. George, Vermont is a small town in northwestern Vermont known for being the least populous town in Chittenden County.
  • D. Shelburne, Vermont
    Shelburne, Vermont is a suburban town near Burlington known for its scenic Lake Champlain shoreline, Shelburne Museum, and Shelburne Farms.
  • E. Hancock, Vermont
    Hancock, Vermont is a small rural town nestled in the Green Mountains of central Vermont, known for its scenic landscapes and outdoor recreation opportunities.
  • 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: Ludlow, Vermont
Triple: [Plymouth Notch, Vermont, United States, hasNearestLargerSettlement, Ludlow, Vermont]
Generated description
Ludlow, Vermont is a small town in Windsor County known as a popular year-round resort destination, largely due to the nearby Okemo Mountain ski area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludlow, Vermont
Target entity description: Ludlow, Vermont is a small town in Windsor County known as a popular year-round resort destination, largely due to the nearby Okemo Mountain ski area.
  • A. Underhill, Vermont
    Underhill, Vermont is a small rural town in northwestern Vermont known for its scenic landscapes near Mount Mansfield and its location within the Burlington metropolitan area.
  • B. Milton, Vermont
    Milton, Vermont is a small town in northwestern Vermont situated along the Lamoille River and Lake Champlain, known for its rural character and proximity to the Burlington metropolitan area.
  • C. St. George, Vermont
    St. George, Vermont is a small town in northwestern Vermont known for being the least populous town in Chittenden County.
  • D. Shelburne, Vermont
    Shelburne, Vermont is a suburban town near Burlington known for its scenic Lake Champlain shoreline, Shelburne Museum, and Shelburne Farms.
  • E. Hancock, Vermont
    Hancock, Vermont is a small rural town nestled in the Green Mountains of central Vermont, known for its scenic landscapes and outdoor recreation opportunities.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearestLargerSettlement
Context triple: [Plymouth Notch, Vermont, United States, hasNearestLargerSettlement, Ludlow, Vermont]
  • A. hasNearbyTown
    Indicates that one location has a town situated close to it in geographic proximity.
  • B. nearbyUrbanCenter
    Indicates that one location is geographically close to an urban center, such as a city or large town.
  • C. nearestInhabitedTerritory
    Indicates that one territory is the closest inhabited territory to another specified location or territory.
  • D. hasTribalHeadquartersNearby
    Indicates that the subject entity is located close to the tribal headquarters of a Native nation or tribe.
  • E. administrativeCentreNearby
    Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
  • F. None of above. chosen

Provenance (7 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0eb77708190b745b887f3b9a618 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b38ba5bc088190bd656c2959cdfb6a completed March 13, 2026, 3:59 a.m.
NEDg Description generation batch_69b3acb9a94c81909f6d0a3f43dc43e9 completed March 13, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_69b3ad2484288190ad5c603418e984fb completed March 13, 2026, 6:22 a.m.
PD Predicate disambiguation batch_69abdd1b77608190b20fc078fdb85e64 completed March 7, 2026, 8:08 a.m.
PDg Predicate description generation batch_69abddedd72c819094a9c4161af07780 completed March 7, 2026, 8:12 a.m.
Created at: March 6, 2026, 10:11 p.m.