Triple

T15336356
Position Surface form Disambiguated ID Type / Status
Subject M-59 freeway E366675 entity
Predicate partOf P40 FINISHED
Object M-59 highway
M-59 highway is a major east–west state trunkline route in southeastern Michigan that serves as a key commuter and commercial corridor through the Detroit metropolitan area.
E1168087 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-59 highway | Statement: [M-59 freeway, partOf, M-59 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-59 highway
Context triple: [M-59 freeway, partOf, M-59 highway]
  • A. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • B. M-3 highway
    The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
  • C. M-26 highway
    The M-26 highway is a state trunkline route in Michigan’s Upper Peninsula that serves communities along the Keweenaw Peninsula, including Eagle River.
  • D. 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.
  • E. M39 highway
    The M39 highway is a major Central Asian roadway that runs through Uzbekistan and connects key cities including Termez near the Afghan border.
  • 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-59 highway
Triple: [M-59 freeway, partOf, M-59 highway]
Generated description
M-59 highway is a major east–west state trunkline route in southeastern Michigan that serves as a key commuter and commercial corridor through the Detroit metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-59 highway
Target entity description: M-59 highway is a major east–west state trunkline route in southeastern Michigan that serves as a key commuter and commercial corridor through the Detroit metropolitan area.
  • A. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • B. M-3 highway
    The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
  • C. M-26 highway
    The M-26 highway is a state trunkline route in Michigan’s Upper Peninsula that serves communities along the Keweenaw Peninsula, including Eagle River.
  • D. 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.
  • E. M39 highway
    The M39 highway is a major Central Asian roadway that runs through Uzbekistan and connects key cities including Termez near the Afghan border.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e03c5f081908e4d14dbdbc7f7a6 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f2754648190bfd0bd15f20b40d2 completed May 9, 2026, 4:21 p.m.
NEDg Description generation batch_69ff604e1b0c819092fc17b00f5797b3 completed May 9, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69ff60fb6f048190b02917a4f2f1a83d completed May 9, 2026, 4:29 p.m.
Created at: April 10, 2026, 3:17 a.m.