Triple

T8437791
Position Surface form Disambiguated ID Type / Status
Subject Swansea, Massachusetts E199271 entity
Predicate majorHighway P385 FINISHED
Object U.S. Route 195
U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
E899478 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: U.S. Route 195 | Statement: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 195
Context triple: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
  • A. U.S. Route 197
    U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
  • B. U.S. Route 201
    U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key regional transportation corridor.
  • C. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • D. U.S. Route 309
    U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
  • E. U.S. Route 84
    U.S. Route 84 is a major east–west U.S. Highway that runs across the southern United States, connecting Texas and New Mexico to several southeastern states and serving as an important regional transportation 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: U.S. Route 195
Triple: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
Generated description
U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 195
Target entity description: U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
  • A. U.S. Route 197
    U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
  • B. U.S. Route 201
    U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key regional transportation corridor.
  • C. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • D. U.S. Route 309
    U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
  • E. U.S. Route 84
    U.S. Route 84 is a major east–west U.S. Highway that runs across the southern United States, connecting Texas and New Mexico to several southeastern states and serving as an important regional transportation 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_69ca8314cd6c8190a6b8c2a1096e18f3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe13446788190ad52a4fd6e8b498a completed March 31, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3734e5e688190bbfa472547ef65e8 completed April 18, 2026, 12:04 p.m.
NEDg Description generation batch_69e378dcc92c8190952d4acfee2a309c completed April 18, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69e37be75a588190abb9569ef1e87279 completed April 18, 2026, 12:41 p.m.
Created at: March 30, 2026, 6:08 p.m.