Triple

T9806585
Position Surface form Disambiguated ID Type / Status
Subject North Dakota’s at-large congressional district E237967 entity
Predicate includesCounty P5971 FINISHED
Object 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.
E830444 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: Stark County, North Dakota | Statement: [North Dakota’s at-large congressional district, includesCounty, Stark County, North Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stark County, North Dakota
Context triple: [North Dakota’s at-large congressional district, includesCounty, Stark 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. Ward County, North Dakota
    Ward County, North Dakota is a county in north-central North Dakota that includes the city of Minot, a regional economic and transportation hub.
  • D. Ward County
    Ward County is a sparsely populated county in western Texas known for its oil and gas production and location within the broader West Texas region.
  • E. Dickey County, North Dakota
    Dickey County, North Dakota is a rural county in the southeastern part of North Dakota known for its agricultural landscape and small communities near the South Dakota 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: Stark County, North Dakota
Triple: [North Dakota’s at-large congressional district, includesCounty, Stark County, North Dakota]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stark County, North Dakota
Target entity description: 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.
  • 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. Ward County, North Dakota
    Ward County, North Dakota is a county in north-central North Dakota that includes the city of Minot, a regional economic and transportation hub.
  • D. Ward County
    Ward County is a sparsely populated county in western Texas known for its oil and gas production and location within the broader West Texas region.
  • E. Dickey County, North Dakota
    Dickey County, North Dakota is a rural county in the southeastern part of North Dakota known for its agricultural landscape and small communities near the South Dakota 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab7cb9588190953a063cb7b9e29e completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d22866aea48190933524839241869a completed April 5, 2026, 9:16 a.m.
NEDg Description generation batch_69d22990ef5881908b6a6100d7dcf6e6 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a0cb0808190a6119dc0268c50b9 completed April 5, 2026, 9:23 a.m.
Created at: March 30, 2026, 8:29 p.m.