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.