Triple

T6129171
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 27 E136665 entity
Predicate namedAfterInSection P63 FINISHED
Object Claude Pepper Memorial Highway (Florida)
The Claude Pepper Memorial Highway is a designated portion of U.S. Route 27 in Florida named in honor of longtime U.S. senator and congressman Claude Pepper.
E571280 NE FINISHED

How this triple was built (5 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: Claude Pepper Memorial Highway (Florida) | Statement: [U.S. Route 27, namedAfterInSection, Claude Pepper Memorial Highway (Florida)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Claude Pepper Memorial Highway (Florida)
Context triple: [U.S. Route 27, namedAfterInSection, Claude Pepper Memorial Highway (Florida)]
  • A. Florida State Road 87
    Florida State Road 87 is a north–south state highway in Florida’s Panhandle that connects the Milton area to communities near the Alabama state line and the Gulf Coast.
  • B. Florida State Road 97
    Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
  • C. Florida State Road 7
    Florida State Road 7 is a major north–south arterial highway in South Florida that runs parallel to Interstate 95 and serves numerous urban communities in the region.
  • D. Florida State Road 79
    Florida State Road 79 is a north–south state highway in the Florida Panhandle that serves as a major route between the Gulf Coast beaches and the Alabama state line.
  • E. Florida State Road 65
    Florida State Road 65 is a north–south state highway in Florida’s eastern Panhandle that runs through largely rural and forested areas, connecting small communities between the Gulf Coast and the Georgia state line.
  • 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: Claude Pepper Memorial Highway (Florida)
Triple: [U.S. Route 27, namedAfterInSection, Claude Pepper Memorial Highway (Florida)]
Generated description
The Claude Pepper Memorial Highway is a designated portion of U.S. Route 27 in Florida named in honor of longtime U.S. senator and congressman Claude Pepper.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Claude Pepper Memorial Highway (Florida)
Target entity description: The Claude Pepper Memorial Highway is a designated portion of U.S. Route 27 in Florida named in honor of longtime U.S. senator and congressman Claude Pepper.
  • A. Florida State Road 87
    Florida State Road 87 is a north–south state highway in Florida’s Panhandle that connects the Milton area to communities near the Alabama state line and the Gulf Coast.
  • B. Florida State Road 97
    Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
  • C. Florida State Road 7
    Florida State Road 7 is a major north–south arterial highway in South Florida that runs parallel to Interstate 95 and serves numerous urban communities in the region.
  • D. Florida State Road 79
    Florida State Road 79 is a north–south state highway in the Florida Panhandle that serves as a major route between the Gulf Coast beaches and the Alabama state line.
  • E. Florida State Road 65
    Florida State Road 65 is a north–south state highway in Florida’s eastern Panhandle that runs through largely rural and forested areas, connecting small communities between the Gulf Coast and the Georgia state line.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: namedAfterInSection
Context triple: [U.S. Route 27, namedAfterInSection, Claude Pepper Memorial Highway (Florida)]
  • A. namedAfterPosition
    Indicates that an entity is named after a specific position, role, or rank associated with it.
  • B. namedAfterField
    Indicates that one entity has been given a name derived from or in honor of another entity, typically a person, place, or thing.
  • C. namedAfter chosen
    Indicates that one entity has been given its name in honor of, or derived from, another entity.
  • D. namedAfterSince
    Indicates that one entity has borne the name of another entity starting from a specific point in time.
  • E. locatedAfter
    Indicates that one entity is positioned later than another along a defined sequence, order, or spatial/temporal axis.
  • F. None of above.

Provenance (6 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4c8570819096dc87f0de2a9887 completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135cabf808190bbc3ba70eb04126f completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c13887999081908f5e6d6a32ca7906 completed March 23, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69c138f883a08190b6903a7c140abad2 completed March 23, 2026, 12:58 p.m.
PD Predicate disambiguation batch_69c049fa905c8190b99eda54e9771b0b completed March 22, 2026, 7:58 p.m.
Created at: March 22, 2026, 4:15 p.m.