Triple

T14454265
Position Surface form Disambiguated ID Type / Status
Subject Marlow, Oklahoma E358412 entity
Predicate hasHighway P385 FINISHED
Object Oklahoma State Highway 29
Oklahoma State Highway 29 is an east–west state highway in southern Oklahoma that connects several small communities and rural areas, including the city of Marlow.
 E1114996 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: Oklahoma State Highway 29 | Statement: [Marlow, Oklahoma, hasHighway, Oklahoma State Highway 29]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 29
Context triple: [Marlow, Oklahoma, hasHighway, Oklahoma State Highway 29]
  • A. Oklahoma State Highway 2
    Oklahoma State Highway 2 is a state highway in Oklahoma that runs generally north–south across multiple counties, serving as a regional connector between small towns and major routes.
  • B. Oklahoma State Highway 21
    Oklahoma State Highway 21 is a former state highway designation in Oklahoma that once served as a short regional connector route before being decommissioned.
  • C. Oklahoma State Highway 33
    Oklahoma State Highway 33 is a major east–west state highway in Oklahoma that connects numerous towns and rural areas across the state.
  • D. Oklahoma State Highway 31
    Oklahoma State Highway 31 is a state highway in Oklahoma that runs east–west across several counties, serving as a regional connector for rural communities and local traffic.
  • E. Oklahoma State Highway 20
    Oklahoma State Highway 20 is an east–west state highway in Oklahoma that runs across the northeastern part of the state, connecting several small towns and rural communities.
  • 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: Oklahoma State Highway 29
Triple: [Marlow, Oklahoma, hasHighway, Oklahoma State Highway 29]
Generated description
Oklahoma State Highway 29 is an east–west state highway in southern Oklahoma that connects several small communities and rural areas, including the city of Marlow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma State Highway 29
Target entity description: Oklahoma State Highway 29 is an east–west state highway in southern Oklahoma that connects several small communities and rural areas, including the city of Marlow.
  • A. Oklahoma State Highway 2
    Oklahoma State Highway 2 is a state highway in Oklahoma that runs generally north–south across multiple counties, serving as a regional connector between small towns and major routes.
  • B. Oklahoma State Highway 21
    Oklahoma State Highway 21 is a former state highway designation in Oklahoma that once served as a short regional connector route before being decommissioned.
  • C. Oklahoma State Highway 33
    Oklahoma State Highway 33 is a major east–west state highway in Oklahoma that connects numerous towns and rural areas across the state.
  • D. Oklahoma State Highway 31
    Oklahoma State Highway 31 is a state highway in Oklahoma that runs east–west across several counties, serving as a regional connector for rural communities and local traffic.
  • E. Oklahoma State Highway 20
    Oklahoma State Highway 20 is an east–west state highway in Oklahoma that runs across the northeastern part of the state, connecting several small towns and rural communities.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91a8bf088190abf5fd4f646b8c62 completed April 14, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf070e23481908528274ce5e10731 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf20f3f0c81909052226a1fb8f165 completed May 8, 2026, 2:24 p.m.
NED2 Entity disambiguation (via description) batch_69fdf30dab20819085589da4e869fb7e completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:19 a.m.