Triple

T8024330
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 17 in Florida E186814 entity
Predicate connectsTo P845 FINISHED
Object U.S. Route 41 in Punta Gorda
U.S. Route 41 in Punta Gorda is a major north–south highway segment in southwest Florida that serves as a key arterial route through the city and links it to other regional roadways.
E188797 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 41 in Punta Gorda | Statement: [U.S. Route 17 in Florida, connectsTo, U.S. Route 41 in Punta Gorda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 41 in Punta Gorda
Context triple: [U.S. Route 17 in Florida, connectsTo, U.S. Route 41 in Punta Gorda]
  • A. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • B. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • C. U.S. Route 41 in Perry
    U.S. Route 41 in Perry is a segment of the major north–south U.S. Highway 41 that passes through the city of Perry, Georgia, serving as an important local and regional transportation corridor.
  • D. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • E. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • 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 41 in Punta Gorda
Triple: [U.S. Route 17 in Florida, connectsTo, U.S. Route 41 in Punta Gorda]
Generated description
U.S. Route 41 in Punta Gorda is a major north–south highway segment in southwest Florida that serves as a key arterial route through the city and links it to other regional roadways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 41 in Punta Gorda
Target entity description: U.S. Route 41 in Punta Gorda is a major north–south highway segment in southwest Florida that serves as a key arterial route through the city and links it to other regional roadways.
  • A. U.S. Route 41 in Florida chosen
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • B. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • C. U.S. Route 41 in Perry
    U.S. Route 41 in Perry is a segment of the major north–south U.S. Highway 41 that passes through the city of Perry, Georgia, serving as an important local and regional transportation corridor.
  • D. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • E. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • F. None of above.

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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e90c7348190abc1013a312e4f1a completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56d41ec08190a19cb28e2e4b5bfe completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58aac4288190a2be4691fc740171 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbf8278819085ff32a0494d544e completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:21 p.m.