Triple

T10932168
Position Surface form Disambiguated ID Type / Status
Subject Cass County, North Dakota E258233 entity
Predicate borders P224 FINISHED
Object Ransom County, North Dakota
Ransom County, North Dakota is a rural county in the southeastern part of the state known for its agricultural landscape and small communities such as Lisbon, its county seat.
E897728 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: Ransom County, North Dakota | Statement: [Cass County, North Dakota, borders, Ransom County, North Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ransom County, North Dakota
Context triple: [Cass County, North Dakota, borders, Ransom County, North Dakota]
  • A. Williams County, North Dakota
    Williams County, North Dakota is a county in the northwestern part of the state known for its center of oil production in the Bakken formation and its county seat, Williston.
  • B. Cass County, North Dakota
    Cass County, North Dakota is a populous county in the eastern part of the state that includes the city of Fargo, a major regional economic and cultural center.
  • C. Stark County, North Dakota
    Stark County, North Dakota is a county in southwestern North Dakota known for its seat in Dickinson and its role in the state’s energy and agricultural economy.
  • D. Steele County, North Dakota
    Steele County, North Dakota is a small, rural county in the eastern part of the state known for its agricultural landscape and low population density.
  • E. Barnes County, North Dakota
    Barnes County, North Dakota is a largely rural county in the eastern part of the state, known for its agricultural economy and county seat, Valley City.
  • 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: Ransom County, North Dakota
Triple: [Cass County, North Dakota, borders, Ransom County, North Dakota]
Generated description
Ransom County, North Dakota is a rural county in the southeastern part of the state known for its agricultural landscape and small communities such as Lisbon, its county seat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ransom County, North Dakota
Target entity description: Ransom County, North Dakota is a rural county in the southeastern part of the state known for its agricultural landscape and small communities such as Lisbon, its county seat.
  • A. Williams County, North Dakota
    Williams County, North Dakota is a county in the northwestern part of the state known for its center of oil production in the Bakken formation and its county seat, Williston.
  • B. Cass County, North Dakota
    Cass County, North Dakota is a populous county in the eastern part of the state that includes the city of Fargo, a major regional economic and cultural center.
  • C. Stark County, North Dakota
    Stark County, North Dakota is a county in southwestern North Dakota known for its seat in Dickinson and its role in the state’s energy and agricultural economy.
  • D. Steele County, North Dakota
    Steele County, North Dakota is a small, rural county in the eastern part of the state known for its agricultural landscape and low population density.
  • E. Barnes County, North Dakota
    Barnes County, North Dakota is a largely rural county in the eastern part of the state, known for its agricultural economy and county seat, Valley City.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770a062f481908beb76c6dbaeb6a6 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3446b6f1481908365bb9235768859 completed April 18, 2026, 8:44 a.m.
NEDg Description generation batch_69e3556ad7ec819095b3babc67ecdfd4 completed April 18, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_69e358f860f08190bfd10519ff3806aa completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:23 p.m.