Triple

T18474610
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 421 E451396 entity
Predicate stateAbbreviation P2461 FINISHED
Object US 421
US 421 is a U.S. highway running through several states in the eastern and southeastern United States, connecting cities from North Carolina to Indiana.
E1326642 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: US 421 | Statement: [U.S. Route 421, stateAbbreviation, US 421]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US 421
Context triple: [U.S. Route 421, stateAbbreviation, US 421]
  • A. US 521
    US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
  • B. US 41
    US 41 is a major north–south U.S. highway running from Miami, Florida, through the Midwest to the Upper Peninsula of Michigan near the Canadian border.
  • C. US 441
    US 441 is a major north–south U.S. Highway running through the southeastern United States, notably traversing parts of Florida, Georgia, North Carolina, and Tennessee.
  • D. US 223
    US 223 is a short U.S. Highway in the Midwest that serves as a connector route between US 23 in Michigan and the Ohio Turnpike near Toledo.
  • E. US 201
    US 201 is a U.S. highway in Maine that runs north–south from Brunswick to the Canadian border, serving as a key route through the state's interior.
  • 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: US 421
Triple: [U.S. Route 421, stateAbbreviation, US 421]
Generated description
US 421 is a U.S. highway running through several states in the eastern and southeastern United States, connecting cities from North Carolina to Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US 421
Target entity description: US 421 is a U.S. highway running through several states in the eastern and southeastern United States, connecting cities from North Carolina to Indiana.
  • A. US 521
    US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
  • B. US 41
    US 41 is a major north–south U.S. highway running from Miami, Florida, through the Midwest to the Upper Peninsula of Michigan near the Canadian border.
  • C. US 441
    US 441 is a major north–south U.S. Highway running through the southeastern United States, notably traversing parts of Florida, Georgia, North Carolina, and Tennessee.
  • D. US 223
    US 223 is a short U.S. Highway in the Midwest that serves as a connector route between US 23 in Michigan and the Ohio Turnpike near Toledo.
  • E. US 201
    US 201 is a U.S. highway in Maine that runs north–south from Brunswick to the Canadian border, serving as a key route through the state's interior.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53062387481909d4503fc963f9913 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f2ae2888190ae12fee12cf419ff completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a043fd646b88190b0d232e740ae22ba completed May 13, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_6a04403951608190bc24c914175f18bc completed May 13, 2026, 9:11 a.m.
Created at: April 10, 2026, 11:34 a.m.