Triple

T7412329
Position Surface form Disambiguated ID Type / Status
Subject M-4 highway E171038 entity
Predicate designation P38 FINISHED
Object M-4
M-4 is a major Russian federal highway that runs from Moscow to the Black Sea coast, serving as a key transport corridor in the country.
 E662064 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-4 | Statement: [M-4 highway, designation, M-4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-4
Context triple: [M-4 highway, designation, M-4]
  • A. M-40
    M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
  • B. M-45
    M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
  • C. M-45
    M-45 is a major ring road in the Madrid metropolitan area that helps divert traffic around the city and connect several eastern suburbs.
  • D. M-46
    M-46 is an east–west state trunkline highway in Michigan that spans much of the state's Lower Peninsula, connecting several communities across multiple counties.
  • E. M41
    M41 is an open star cluster in the constellation Canis Major, visible to the naked eye and notable for its bright, scattered stars.
  • 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-4
Triple: [M-4 highway, designation, M-4]
Generated description
M-4 is a major Russian federal highway that runs from Moscow to the Black Sea coast, serving as a key transport corridor in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-4
Target entity description: M-4 is a major Russian federal highway that runs from Moscow to the Black Sea coast, serving as a key transport corridor in the country.
  • A. M-40
    M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
  • B. M-45
    M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
  • C. M-45
    M-45 is a major ring road in the Madrid metropolitan area that helps divert traffic around the city and connect several eastern suburbs.
  • D. M-46
    M-46 is an east–west state trunkline highway in Michigan that spans much of the state's Lower Peninsula, connecting several communities across multiple counties.
  • E. M41
    M41 is an open star cluster in the constellation Canis Major, visible to the naked eye and notable for its bright, scattered stars.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2a027148190bdb6a7940389e377 completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8112960d48190a9947146e62daa13 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c811f1fe3c8190a591186b19044b5f completed March 28, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69c812c1e9d08190b0e7f052d87011b9 completed March 28, 2026, 5:41 p.m.
Created at: March 27, 2026, 3:11 p.m.