Triple

T19472712
Position Surface form Disambiguated ID Type / Status
Subject Appalachian Highway corridor in Ohio E487164 entity
Predicate partOf P40 FINISHED
Object Appalachian Development Highway System (Ohio portion)
The Appalachian Development Highway System (Ohio portion) is the network of federally supported transportation corridors in Ohio designed to improve access, economic development, and connectivity within the state’s Appalachian region.
 E1378284 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: Appalachian Development Highway System (Ohio portion) | Statement: [Appalachian Highway corridor in Ohio, partOf, Appalachian Development Highway System (Ohio portion)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appalachian Development Highway System (Ohio portion)
Context triple: [Appalachian Highway corridor in Ohio, partOf, Appalachian Development Highway System (Ohio portion)]
  • A. Ohio State Route 198
    Ohio State Route 198 is a north–south state highway in western Ohio that serves as a regional connector through Auglaize County and surrounding rural areas.
  • B. Ohio State Route 59
    Ohio State Route 59 is an east–west state highway in northeastern Ohio that serves as a primary thoroughfare through cities such as Kent and Akron.
  • C. Ohio State Route 250
    Ohio State Route 250 is a state highway in Ohio that runs generally northeast–southwest, connecting several communities and major routes across multiple counties, including Belmont County.
  • D. Ohio State Route 159
    Ohio State Route 159 is a north–south state highway in central Ohio that connects several small communities and provides regional access between Chillicothe and the surrounding areas.
  • E. Ohio State Route 309
    Ohio State Route 309 is an east–west state highway in Ohio that generally parallels U.S. Route 30, connecting the Lima and Marion areas with the Mansfield region.
  • 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: Appalachian Development Highway System (Ohio portion)
Triple: [Appalachian Highway corridor in Ohio, partOf, Appalachian Development Highway System (Ohio portion)]
Generated description
The Appalachian Development Highway System (Ohio portion) is the network of federally supported transportation corridors in Ohio designed to improve access, economic development, and connectivity within the state’s Appalachian region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Appalachian Development Highway System (Ohio portion)
Target entity description: The Appalachian Development Highway System (Ohio portion) is the network of federally supported transportation corridors in Ohio designed to improve access, economic development, and connectivity within the state’s Appalachian region.
  • A. Ohio State Route 198
    Ohio State Route 198 is a north–south state highway in western Ohio that serves as a regional connector through Auglaize County and surrounding rural areas.
  • B. Ohio State Route 59
    Ohio State Route 59 is an east–west state highway in northeastern Ohio that serves as a primary thoroughfare through cities such as Kent and Akron.
  • C. Ohio State Route 250
    Ohio State Route 250 is a state highway in Ohio that runs generally northeast–southwest, connecting several communities and major routes across multiple counties, including Belmont County.
  • D. Ohio State Route 159
    Ohio State Route 159 is a north–south state highway in central Ohio that connects several small communities and provides regional access between Chillicothe and the surrounding areas.
  • E. Ohio State Route 309
    Ohio State Route 309 is an east–west state highway in Ohio that generally parallels U.S. Route 30, connecting the Lima and Marion areas with the Mansfield region.
  • 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633ea604c8190a2feacb709b7ca27 completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07404fd4348190bc2efbebc7828716 completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a074155addc8190a80e37d8f9d537a8 completed May 15, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0741e454a48190ac03aa458ca2b3b3 completed May 15, 2026, 3:55 p.m.
Created at: April 10, 2026, 1:39 p.m.