Triple

T16985273
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 4 E412048 entity
Predicate abbreviation P43 FINISHED
Object Route 4
Route 4 is a state highway in Massachusetts that runs through the Greater Boston area, connecting several suburbs and serving as a key local commuter route.
E1244876 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 4 | Statement: [Massachusetts Route 4, abbreviation, Route 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 4
Context triple: [Massachusetts Route 4, abbreviation, Route 4]
  • A. Route 24
    Route 24 is a major highway in Massachusetts that provides regional north–south access through communities including Randolph.
  • B. Route 42
    Route 42 is a major highway in southern New Jersey that serves as a key connector between the Philadelphia area and shore destinations in Gloucester and neighboring counties.
  • C. Route 46
    Route 46 is a state highway in Missouri that runs east–west across the northwestern part of the state, connecting several small rural communities.
  • D. Route 45
    Route 45 is a state highway in southern New Jersey that serves as a major north–south corridor linking communities such as Gloucester City with the surrounding region.
  • E. Route 9
    Route 9 is a major east–west arterial roadway in Massachusetts that connects Boston with its western suburbs and serves as a key commuter and commercial corridor.
  • 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 4
Triple: [Massachusetts Route 4, abbreviation, Route 4]
Generated description
Route 4 is a state highway in Massachusetts that runs through the Greater Boston area, connecting several suburbs and serving as a key local commuter route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 4
Target entity description: Route 4 is a state highway in Massachusetts that runs through the Greater Boston area, connecting several suburbs and serving as a key local commuter route.
  • A. Route 24
    Route 24 is a major highway in Massachusetts that provides regional north–south access through communities including Randolph.
  • B. Route 42
    Route 42 is a major highway in southern New Jersey that serves as a key connector between the Philadelphia area and shore destinations in Gloucester and neighboring counties.
  • C. Route 46
    Route 46 is a state highway in Missouri that runs east–west across the northwestern part of the state, connecting several small rural communities.
  • D. Route 45
    Route 45 is a state highway in southern New Jersey that serves as a major north–south corridor linking communities such as Gloucester City with the surrounding region.
  • E. Route 9
    Route 9 is a major east–west arterial roadway in Massachusetts that connects Boston with its western suburbs and serves as a key commuter and commercial corridor.
  • 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_6a00dc1109a081908890bbd5958c76c2 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.