Triple

T2803237
Position Surface form Disambiguated ID Type / Status
Subject Warren, Michigan E53992 entity
Predicate hasMajorHighway P385 FINISHED
Object M-53
M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
 E300464 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-53 | Statement: [Warren, Michigan, hasMajorHighway, M-53]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-53
Context triple: [Warren, Michigan, hasMajorHighway, M-53]
  • A. M-5
    M-5 is a state highway in southeastern Michigan that serves as a key commuter route connecting Novi and surrounding suburbs to the Detroit metropolitan area.
  • B. Aérospatiale SA 315 Lama
    The Aérospatiale SA 315 Lama is a light utility helicopter renowned for its exceptional high-altitude performance, widely used for mountain rescue, transport, and observation missions.
  • C. Aérospatiale SA 330J Puma
    The Aérospatiale SA 330J Puma is a French medium-lift, twin-engine military transport helicopter widely used for troop movement, cargo transport, and search-and-rescue operations.
  • D. M-45
    M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
  • E. Aérospatiale AS 565 Panther
    The Aérospatiale AS 565 Panther is a twin-engine, multi-role military helicopter widely used for naval operations, search and rescue, and anti-submarine warfare.
  • 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-53
Triple: [Warren, Michigan, hasMajorHighway, M-53]
Generated description
M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-53
Target entity description: M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
  • A. M-5
    M-5 is a state highway in southeastern Michigan that serves as a key commuter route connecting Novi and surrounding suburbs to the Detroit metropolitan area.
  • B. Aérospatiale SA 315 Lama
    The Aérospatiale SA 315 Lama is a light utility helicopter renowned for its exceptional high-altitude performance, widely used for mountain rescue, transport, and observation missions.
  • C. Aérospatiale SA 330J Puma
    The Aérospatiale SA 330J Puma is a French medium-lift, twin-engine military transport helicopter widely used for troop movement, cargo transport, and search-and-rescue operations.
  • D. M-45
    M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
  • E. Aérospatiale AS 565 Panther
    The Aérospatiale AS 565 Panther is a twin-engine, multi-role military helicopter widely used for naval operations, search and rescue, and anti-submarine warfare.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde12b33481908b276760a922db9c completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc671964c81908cff1cfbd70c3786 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afcb9f73588190852ec35db9d9a7fd completed March 10, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69afcc0ddc188190a0d79974701556dd completed March 10, 2026, 7:45 a.m.
Created at: March 6, 2026, 9:59 p.m.