Triple

T22974626
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Indiana E571279 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 136 in Indiana
U.S. Route 136 in Indiana is an east–west federal highway segment that crosses the western part of the state, connecting rural communities with larger regional routes and neighboring states.
 E1564742 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 136 in Indiana | Statement: [U.S. Highways in Indiana, hasRoute, U.S. Route 136 in Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 136 in Indiana
Context triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 136 in Indiana]
  • A. U.S. Route 12 in Indiana
    U.S. Route 12 in Indiana is a federal highway that runs along the state’s northern edge near Lake Michigan, connecting industrial cities and lakefront communities to the broader U.S. Highway System.
  • B. U.S. Route 136 in Illinois
    U.S. Route 136 in Illinois is an east–west federal highway traversing the central part of the state, connecting rural communities and regional centers between the Mississippi and Indiana state lines.
  • C. U.S. Route 6 in Indiana
    U.S. Route 6 in Indiana is a major east–west federal highway traversing the northern part of the state, connecting rural communities, small towns, and regional cities as part of the broader U.S. Route 6 corridor.
  • D. U.S. Route 31 in Indiana
    U.S. Route 31 in Indiana is a major north–south highway that connects key cities such as Indianapolis and South Bend, serving as an important regional transportation corridor.
  • E. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • 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 136 in Indiana
Triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 136 in Indiana]
Generated description
U.S. Route 136 in Indiana is an east–west federal highway segment that crosses the western part of the state, connecting rural communities with larger regional routes and neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 136 in Indiana
Target entity description: U.S. Route 136 in Indiana is an east–west federal highway segment that crosses the western part of the state, connecting rural communities with larger regional routes and neighboring states.
  • A. U.S. Route 12 in Indiana
    U.S. Route 12 in Indiana is a federal highway that runs along the state’s northern edge near Lake Michigan, connecting industrial cities and lakefront communities to the broader U.S. Highway System.
  • B. U.S. Route 136 in Illinois
    U.S. Route 136 in Illinois is an east–west federal highway traversing the central part of the state, connecting rural communities and regional centers between the Mississippi and Indiana state lines.
  • C. U.S. Route 6 in Indiana
    U.S. Route 6 in Indiana is a major east–west federal highway traversing the northern part of the state, connecting rural communities, small towns, and regional cities as part of the broader U.S. Route 6 corridor.
  • D. U.S. Route 31 in Indiana
    U.S. Route 31 in Indiana is a major north–south highway that connects key cities such as Indianapolis and South Bend, serving as an important regional transportation corridor.
  • E. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182350b448190a34e5fa0167fd964 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd36f73a48190ba07a754949e2e40 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd41c89708190a3df2a798ca25c99 completed May 19, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd5263734819082ce8b1c3082243f completed May 19, 2026, 3:12 a.m.
Created at: April 17, 2026, 3:48 p.m.