Triple

T16985304
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 4 E412048 entity
Predicate isNumberedBefore P11124 FINISHED
Object Massachusetts Route 5
Massachusetts Route 5 is a north–south state highway in western Massachusetts that generally parallels Interstate 91 and the Connecticut River.
 E1428302 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: Massachusetts Route 5 | Statement: [Massachusetts Route 4, isNumberedBefore, Massachusetts Route 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 5
Context triple: [Massachusetts Route 4, isNumberedBefore, Massachusetts Route 5]
  • A. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • B. Massachusetts Route 4
    Massachusetts Route 4 is a state highway in Massachusetts that runs through the northeastern part of the state, connecting several suburbs and towns to major regional routes.
  • C. Massachusetts Route 2
    Massachusetts Route 2 is a major east–west state highway in Massachusetts that connects the Boston area with north-central and western parts of the state.
  • D. Massachusetts Route 15
    Massachusetts Route 15 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • E. Massachusetts Route 12
    Massachusetts Route 12 is a north–south state highway in Massachusetts that runs through central communities including Leominster, connecting local roads to major routes such as Interstate 190.
  • 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 Route 5
Triple: [Massachusetts Route 4, isNumberedBefore, Massachusetts Route 5]
Generated description
Massachusetts Route 5 is a north–south state highway in western Massachusetts that generally parallels Interstate 91 and the Connecticut River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 5
Target entity description: Massachusetts Route 5 is a north–south state highway in western Massachusetts that generally parallels Interstate 91 and the Connecticut River.
  • A. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • B. Massachusetts Route 4
    Massachusetts Route 4 is a state highway in Massachusetts that runs through the northeastern part of the state, connecting several suburbs and towns to major regional routes.
  • C. Massachusetts Route 2
    Massachusetts Route 2 is a major east–west state highway in Massachusetts that connects the Boston area with north-central and western parts of the state.
  • D. Massachusetts Route 15
    Massachusetts Route 15 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • E. Massachusetts Route 12
    Massachusetts Route 12 is a north–south state highway in Massachusetts that runs through central communities including Leominster, connecting local roads to major routes such as Interstate 190.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18af95c8190a25ef0614e1a17f3 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0875fb6c1c819080afe7378dfd090e completed May 16, 2026, 1:49 p.m.
NEDg Description generation batch_6a0877c797bc8190b065869262798e59 completed May 16, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_6a087841f0dc81909e6cf27c87faa02e completed May 16, 2026, 1:59 p.m.
Created at: April 10, 2026, 5:32 a.m.