Triple

T18491971
Position Surface form Disambiguated ID Type / Status
Subject Theodore W. Schultz E451838 entity
Predicate birthPlace P1 FINISHED
Object Arlington, South Dakota
Arlington, South Dakota is a small rural city in eastern South Dakota known as the birthplace of Nobel Prize–winning economist Theodore W. Schultz.
 E1328314 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: Arlington, South Dakota | Statement: [Theodore W. Schultz, birthPlace, Arlington, South Dakota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arlington, South Dakota
Context triple: [Theodore W. Schultz, birthPlace, Arlington, South Dakota]
  • A. Springfield, South Dakota
    Springfield, South Dakota is a small city in Bon Homme County known for its location along the Missouri River and its rural Midwestern community character.
  • B. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • C. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • D. Aberdeen, South Dakota
    Aberdeen, South Dakota is a small city in northeastern South Dakota known as a regional commercial, educational, and cultural hub for the surrounding rural area.
  • E. Brookings, South Dakota
    Brookings, South Dakota is a small city in eastern South Dakota known as the home of South Dakota State University and its associated cultural, educational, and athletic activities.
  • 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: Arlington, South Dakota
Triple: [Theodore W. Schultz, birthPlace, Arlington, South Dakota]
Generated description
Arlington, South Dakota is a small rural city in eastern South Dakota known as the birthplace of Nobel Prize–winning economist Theodore W. Schultz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arlington, South Dakota
Target entity description: Arlington, South Dakota is a small rural city in eastern South Dakota known as the birthplace of Nobel Prize–winning economist Theodore W. Schultz.
  • A. Springfield, South Dakota
    Springfield, South Dakota is a small city in Bon Homme County known for its location along the Missouri River and its rural Midwestern community character.
  • B. Madison, South Dakota
    Madison, South Dakota is a small city in eastern South Dakota known as a regional hub for education, technology, and agriculture.
  • C. Hartford, South Dakota
    Hartford, South Dakota is a small city in eastern South Dakota that serves as a growing residential community near Sioux Falls.
  • D. Aberdeen, South Dakota
    Aberdeen, South Dakota is a small city in northeastern South Dakota known as a regional commercial, educational, and cultural hub for the surrounding rural area.
  • E. Brookings, South Dakota
    Brookings, South Dakota is a small city in eastern South Dakota known as the home of South Dakota State University and its associated cultural, educational, and athletic activities.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531dcac3c8190b2ebd129ca7f368d completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04713c21c48190bc34746e0d5f75b4 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a04863e4f4c8190a79373a9cd510ed5 completed May 13, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0486f4ec3c81908fc7189c03b63ddb completed May 13, 2026, 2:13 p.m.
Created at: April 10, 2026, 11:35 a.m.