Triple

T11694963
Position Surface form Disambiguated ID Type / Status
Subject Empire, Michigan E277969 entity
Predicate hasTransportation P105 FINISHED
Object M-22 highway
M-22 highway is a scenic state trunkline route in Michigan that runs along the Lake Michigan shoreline of the Leelanau and Benzie peninsulas, popular for its picturesque views and recreational access.
E979979 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: M-22 highway | Statement: [Empire, Michigan, hasTransportation, M-22 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-22 highway
Context triple: [Empire, Michigan, hasTransportation, M-22 highway]
  • A. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • B. M-2 highway
    The M-2 highway is a major Russian federal road that connects Moscow with the southern regions toward the border with Ukraine, serving as an important transport corridor through Moscow Oblast.
  • C. M27 highway
    The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
  • D. M20 highway
    The M20 highway is a major road in Syria that connects the central city of Homs with the eastern city of Deir ez-Zor, serving as a key transport route across the country’s desert region.
  • E. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • 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: M-22 highway
Triple: [Empire, Michigan, hasTransportation, M-22 highway]
Generated description
M-22 highway is a scenic state trunkline route in Michigan that runs along the Lake Michigan shoreline of the Leelanau and Benzie peninsulas, popular for its picturesque views and recreational access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-22 highway
Target entity description: M-22 highway is a scenic state trunkline route in Michigan that runs along the Lake Michigan shoreline of the Leelanau and Benzie peninsulas, popular for its picturesque views and recreational access.
  • A. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • B. M-2 highway
    The M-2 highway is a major Russian federal road that connects Moscow with the southern regions toward the border with Ukraine, serving as an important transport corridor through Moscow Oblast.
  • C. M27 highway
    The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
  • D. M20 highway
    The M20 highway is a major road in Syria that connects the central city of Homs with the eastern city of Deir ez-Zor, serving as a key transport route across the country’s desert region.
  • E. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a47b9eb48190976a35e91e25b56b completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f6344b938c8190877bd3140ad904e9 completed May 2, 2026, 5:28 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:40 p.m.