Triple

T15254946
Position Surface form Disambiguated ID Type / Status
Subject Ashland, New Hampshire E364620 entity
Predicate transportationRoute P11026 FINISHED
Object Interstate 93 (nearby)
Interstate 93 is a major north–south highway in New England that connects Boston, Massachusetts to northern New Hampshire and beyond.
 E1146862 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 93 (nearby) | Statement: [Ashland, New Hampshire, transportationRoute, Interstate 93 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Interstate 93 (nearby)
Context triple: [Ashland, New Hampshire, transportationRoute, Interstate 93 (nearby)]
  • A. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • B. Interstate 84 (nearby)
    Interstate 84 is a major east–west highway in the northeastern United States that provides regional connectivity and access to communities such as Beacon, New York.
  • C. Interstate 90 (nearby)
    Interstate 90 is a major east–west transcontinental freeway in the United States that runs from Seattle, Washington, to Boston, Massachusetts.
  • D. Interstate 81 (nearby)
    Interstate 81 is a major north–south U.S. highway running through the Appalachian region, serving as a key freight and travel corridor in the eastern United States.
  • E. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • 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 93 (nearby)
Triple: [Ashland, New Hampshire, transportationRoute, Interstate 93 (nearby)]
Generated description
Interstate 93 is a major north–south highway in New England that connects Boston, Massachusetts to northern New Hampshire and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Interstate 93 (nearby)
Target entity description: Interstate 93 is a major north–south highway in New England that connects Boston, Massachusetts to northern New Hampshire and beyond.
  • A. Interstate 95 (nearby)
    Interstate 95 (nearby) is a major north–south U.S. highway running along the East Coast that provides primary regional and long-distance access to St. Augustine, Florida.
  • B. Interstate 84 (nearby)
    Interstate 84 is a major east–west highway in the northeastern United States that provides regional connectivity and access to communities such as Beacon, New York.
  • C. Interstate 90 (nearby)
    Interstate 90 is a major east–west transcontinental freeway in the United States that runs from Seattle, Washington, to Boston, Massachusetts.
  • D. Interstate 81 (nearby)
    Interstate 81 is a major north–south U.S. highway running through the Appalachian region, serving as a key freight and travel corridor in the eastern United States.
  • E. Interstate 86 (nearby)
    Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f8cb308190933c4478aa096e24 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f572348190bd7719805e257e03 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6c109c48190952809c389e4b92b completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee897a7248190b3d81ea1da1d49e1 completed May 9, 2026, 7:56 a.m.
Created at: April 10, 2026, 3:13 a.m.