Triple

T20261483
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 31 E498848 entity
Predicate abbreviation P43 FINISHED
Object Route 31
Route 31 is a north–south state highway in Massachusetts that connects several central Massachusetts communities and links to routes in neighboring states.
E1442215 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: Route 31 | Statement: [Massachusetts Route 31, abbreviation, Route 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 31
Context triple: [Massachusetts Route 31, abbreviation, Route 31]
  • A. Route 31
    Route 31, also known as the Piilani Highway, is a scenic roadway on the island of Maui in Hawaii that runs along the island’s southeastern coast.
  • B. Route 31
    Route 31 is a major north–south state highway in New Jersey that connects several central and northwestern communities, serving as a key regional transportation corridor.
  • C. Route 36
    Route 36 is a SEPTA subway–surface trolley line in Philadelphia that provides light rail service between Center City and Southwest Philadelphia.
  • D. Route 36
    Route 36 is a primary roadway in Iceland that forms a key part of the popular Golden Circle tourist circuit, connecting major natural and cultural attractions.
  • E. Route 36
    Route 36 is a major New Jersey state highway that runs through coastal Monmouth County, providing access to communities such as Sandy Hook and other nearby shore areas.
  • 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: Route 31
Triple: [Massachusetts Route 31, abbreviation, Route 31]
Generated description
Route 31 is a north–south state highway in Massachusetts that connects several central Massachusetts communities and links to routes in neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 31
Target entity description: Route 31 is a north–south state highway in Massachusetts that connects several central Massachusetts communities and links to routes in neighboring states.
  • A. Route 31
    Route 31 is a major north–south state highway in New Jersey that connects several central and northwestern communities, serving as a key regional transportation corridor.
  • B. Route 31
    Route 31, also known as the Piilani Highway, is a scenic roadway on the island of Maui in Hawaii that runs along the island’s southeastern coast.
  • C. Route 36
    Route 36 is a SEPTA subway–surface trolley line in Philadelphia that provides light rail service between Center City and Southwest Philadelphia.
  • D. Route 36
    Route 36 is a primary roadway in Iceland that forms a key part of the popular Golden Circle tourist circuit, connecting major natural and cultural attractions.
  • E. Route 36
    Route 36 is a major New Jersey state highway that runs through coastal Monmouth County, providing access to communities such as Sandy Hook and other nearby shore areas.
  • 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e674ca77c081909cd2f44ccfe3662d completed April 20, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c5707cb081908232dc398f7574cc completed May 16, 2026, 7:28 p.m.
NEDg Description generation batch_6a08c5e61e608190b0d6a7ec415658dd completed May 16, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_6a08c64d463c81909cfd2aabec65397d completed May 16, 2026, 7:32 p.m.
Created at: April 11, 2026, 11:41 p.m.