Triple

T436255
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Turnpike E10015 entity
Predicate hasServiceAreas P13639 FINISHED
Object Massachusetts Turnpike service plazas
Massachusetts Turnpike service plazas are roadside rest and service facilities along the Massachusetts Turnpike that provide fuel, food, restrooms, and other amenities for travelers.
E10015 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: Massachusetts Turnpike service plazas | Statement: [Massachusetts Turnpike, hasServiceAreas, Massachusetts Turnpike service plazas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Turnpike service plazas
Context triple: [Massachusetts Turnpike, hasServiceAreas, Massachusetts Turnpike service plazas]
  • A. Massachusetts Turnpike
    The Massachusetts Turnpike is a major east–west toll highway in Massachusetts that forms part of Interstate 90 and connects the Boston area with the rest of the state and beyond.
  • B. Massachusetts Turnpike Authority
    The Massachusetts Turnpike Authority was a former state agency that operated and maintained the Massachusetts Turnpike and related transportation facilities before its functions were absorbed into the Massachusetts Department of Transportation.
  • C. Interstate 95 (Massachusetts)
    Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
  • D. Concord Turnpike (in the Boston suburbs)
    Concord Turnpike is the local name for the major east–west arterial highway Route 2 as it passes through the western suburbs of Boston, Massachusetts.
  • E. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • 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: Massachusetts Turnpike service plazas
Triple: [Massachusetts Turnpike, hasServiceAreas, Massachusetts Turnpike service plazas]
Generated description
Massachusetts Turnpike service plazas are roadside rest and service facilities along the Massachusetts Turnpike that provide fuel, food, restrooms, and other amenities for travelers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Turnpike service plazas
Target entity description: Massachusetts Turnpike service plazas are roadside rest and service facilities along the Massachusetts Turnpike that provide fuel, food, restrooms, and other amenities for travelers.
  • A. Massachusetts Turnpike chosen
    The Massachusetts Turnpike is a major east–west toll highway in Massachusetts that forms part of Interstate 90 and connects the Boston area with the rest of the state and beyond.
  • B. Massachusetts Turnpike Authority
    The Massachusetts Turnpike Authority was a former state agency that operated and maintained the Massachusetts Turnpike and related transportation facilities before its functions were absorbed into the Massachusetts Department of Transportation.
  • C. Interstate 95 (Massachusetts)
    Interstate 95 (Massachusetts) is a major north–south highway forming part of the primary regional beltway around Greater Boston and serving as a key route for both local and interstate travel.
  • D. Concord Turnpike (in the Boston suburbs)
    Concord Turnpike is the local name for the major east–west arterial highway Route 2 as it passes through the western suburbs of Boston, Massachusetts.
  • E. Massachusetts state highway system
    The Massachusetts state highway system is the network of numbered state-maintained roads and highways that facilitates regional and statewide transportation across the Commonwealth of Massachusetts.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasServiceAreas
Context triple: [Massachusetts Turnpike, hasServiceAreas, Massachusetts Turnpike service plazas]
  • A. areaServed
    Indicates the geographic region or jurisdiction within which a service, organization, or activity is provided or applicable.
  • B. sectorServed
    Indicates the industry or economic sector that an entity primarily serves or targets with its activities, products, or services.
  • C. serviceAreaCharacteristic
    Indicates a relationship where a service area is associated with a specific attribute or feature that characterizes it.
  • D. hasAreaType
    Indicates that an entity is associated with a specific kind or classification of area (e.g., urban, rural, coastal).
  • E. hasRegion
    Indicates that an entity includes, contains, or is associated with a specific geographic or administrative region as part of its scope or structure.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef0c97188190b62104cb639d4b60 completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431e6989c81909d0a79408f8ca76a completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a43241ad9881909fb74e078ea07e19 completed March 1, 2026, 12:34 p.m.
NED2 Entity disambiguation (via description) batch_69a43301bbe08190ac625f5194d36267 completed March 1, 2026, 12:37 p.m.
PD Predicate disambiguation batch_69a2eddb98e081909efcf9f0a955a908 completed Feb. 28, 2026, 1:30 p.m.
PDg Predicate description generation batch_69a2ee8b56d08190bd625626353d01b4 completed Feb. 28, 2026, 1:32 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.