Triple

T59477
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 90 in Florida E1178 entity
Predicate passesThroughCounty P4247 FINISHED
Object Madison County, Florida
Madison County, Florida is a rural county in northern Florida known for its agricultural landscape, small towns, and location along major east–west transportation routes.
E14368 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: Madison County, Florida | Statement: [U.S. Route 90 in Florida, passesThroughCounty, Madison County, Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison County, Florida
Context triple: [U.S. Route 90 in Florida, passesThroughCounty, Madison County, Florida]
  • A. Jefferson County, Florida
    Jefferson County, Florida is a largely rural county in the Florida Panhandle known for its historic county seat of Monticello and its location along major east–west transportation routes.
  • B. Walton County, Florida
    Walton County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, coastal dune lakes, and a mix of rural communities and resort areas along the Emerald Coast.
  • C. Gadsden County, Florida
    Gadsden County, Florida is a rural county in the Florida Panhandle known for its agricultural heritage, historic towns, and proximity to the state capital, Tallahassee.
  • D. Holmes County, Florida
    Holmes County, Florida is a rural county in the Florida Panhandle known for its small communities, agricultural landscape, and location along major east–west transportation routes.
  • E. Jackson County, Florida
    Jackson County, Florida is a largely rural county in the Florida Panhandle known for its agricultural economy, historic towns like Marianna, and outdoor recreation areas including caves, rivers, and state parks.
  • 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: Madison County, Florida
Triple: [U.S. Route 90 in Florida, passesThroughCounty, Madison County, Florida]
Generated description
Madison County, Florida is a rural county in northern Florida known for its agricultural landscape, small towns, and location along major east–west transportation routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison County, Florida
Target entity description: Madison County, Florida is a rural county in northern Florida known for its agricultural landscape, small towns, and location along major east–west transportation routes.
  • A. Jefferson County, Florida
    Jefferson County, Florida is a largely rural county in the Florida Panhandle known for its historic county seat of Monticello and its location along major east–west transportation routes.
  • B. Walton County, Florida
    Walton County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, coastal dune lakes, and a mix of rural communities and resort areas along the Emerald Coast.
  • C. Gadsden County, Florida
    Gadsden County, Florida is a rural county in the Florida Panhandle known for its agricultural heritage, historic towns, and proximity to the state capital, Tallahassee.
  • D. Holmes County, Florida
    Holmes County, Florida is a rural county in the Florida Panhandle known for its small communities, agricultural landscape, and location along major east–west transportation routes.
  • E. Jackson County, Florida
    Jackson County, Florida is a largely rural county in the Florida Panhandle known for its agricultural economy, historic towns like Marianna, and outdoor recreation areas including caves, rivers, and state parks.
  • 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_69a24a552ef88190a0df287d68c65cba completed Feb. 28, 2026, 1:52 a.m.
NER Named-entity recognition batch_69a25679e0688190bc0360314af3ef46 completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a29e43eaf88190b153139b9710d5d2 completed Feb. 28, 2026, 7:50 a.m.
NEDg Description generation batch_69a2a0ddf1808190aa825bad41938aed completed Feb. 28, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69a2a247f51c8190a45164399c42fb29 completed Feb. 28, 2026, 8:07 a.m.
Created at: Feb. 28, 2026, 1:55 a.m.