Triple

T4715152
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Route 125 E104617 entity
Predicate hasJunctionWith P1018 FINISHED
Object Interstate 495 in Haverhill
Interstate 495 in Haverhill is a segment of the major circumferential highway around Greater Boston that serves as a key regional connector for traffic in northeastern Massachusetts.
 E464462 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: Interstate 495 in Haverhill | Statement: [Massachusetts Route 125, hasJunctionWith, Interstate 495 in Haverhill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Interstate 495 in Haverhill
Context triple: [Massachusetts Route 125, hasJunctionWith, Interstate 495 in Haverhill]
  • A. Interstate 495 in Hopkinton, Massachusetts
    Interstate 495 in Hopkinton, Massachusetts is a segment of the I-495 beltway around Greater Boston that serves as a major regional connector and interchange point with the Massachusetts Turnpike (I-90).
  • B. Interstate 495 in Wareham
    Interstate 495 in Wareham is a segment of the I-495 beltway in southeastern Massachusetts that serves as a key connector between Cape Cod-bound traffic and the greater Boston and New England highway network.
  • C. Interstate 93 in Massachusetts
    Interstate 93 in Massachusetts is a major north–south highway that runs from Boston through its suburbs toward New Hampshire, serving as a key commuter and regional transportation corridor.
  • D. 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.
  • E. Interstate 90 (Massachusetts)
    Interstate 90 (Massachusetts) is the Massachusetts segment of the east–west Massachusetts Turnpike, serving as the state’s primary cross-state highway and a major route between Boston and upstate New York.
  • 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: Interstate 495 in Haverhill
Triple: [Massachusetts Route 125, hasJunctionWith, Interstate 495 in Haverhill]
Generated description
Interstate 495 in Haverhill is a segment of the major circumferential highway around Greater Boston that serves as a key regional connector for traffic in northeastern Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Interstate 495 in Haverhill
Target entity description: Interstate 495 in Haverhill is a segment of the major circumferential highway around Greater Boston that serves as a key regional connector for traffic in northeastern Massachusetts.
  • A. Interstate 495 in Hopkinton, Massachusetts
    Interstate 495 in Hopkinton, Massachusetts is a segment of the I-495 beltway around Greater Boston that serves as a major regional connector and interchange point with the Massachusetts Turnpike (I-90).
  • B. Interstate 495 in Wareham
    Interstate 495 in Wareham is a segment of the I-495 beltway in southeastern Massachusetts that serves as a key connector between Cape Cod-bound traffic and the greater Boston and New England highway network.
  • C. Interstate 93 in Massachusetts
    Interstate 93 in Massachusetts is a major north–south highway that runs from Boston through its suburbs toward New Hampshire, serving as a key commuter and regional transportation corridor.
  • D. 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.
  • E. Interstate 90 (Massachusetts)
    Interstate 90 (Massachusetts) is the Massachusetts segment of the east–west Massachusetts Turnpike, serving as the state’s primary cross-state highway and a major route between Boston and upstate New York.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6408dc5c8190a8d6b1c1a3eba2df completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108440108190a7dc1bbfb27ae6f5 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be14b0425c8190afb8a99ce88d8785 completed March 21, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69be1504228c81908963d42441931c96 completed March 21, 2026, 3:48 a.m.
Created at: March 20, 2026, 1:18 p.m.