Triple

T4550756
Position Surface form Disambiguated ID Type / Status
Subject Theodore Schultz E110156 entity
Predicate placeOfBirth P1 FINISHED
Object Arlington, South Dakota, United States of America
Arlington, South Dakota, United States of America, is a small rural city in eastern South Dakota known as the birthplace of Nobel Prize–winning economist Theodore W. Schultz.
 E451838 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, United States of America | Statement: [Theodore Schultz, placeOfBirth, Arlington, South Dakota, United States of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arlington, South Dakota, United States of America
Context triple: [Theodore Schultz, placeOfBirth, Arlington, South Dakota, United States of America]
  • A. Yankton, South Dakota, United States
    Yankton is a small city in southeastern South Dakota known as a historic Missouri River port and the birthplace of NFL kicker Adam Vinatieri.
  • B. Aberdeen, South Dakota, United States
    Aberdeen, South Dakota, United States, is a small city in northeastern South Dakota known as a regional hub for agriculture, education, and commerce.
  • C. Rapid City, South Dakota, United States
    Rapid City is the second-largest city in South Dakota, known as the gateway to the Black Hills and nearby Mount Rushmore National Memorial.
  • D. Flandreau, South Dakota, United States
    Flandreau, South Dakota, United States, is a small city in Moody County known as the birthplace of pioneering computer architect Gene Amdahl.
  • E. Bridgewater, South Dakota, United States
    Bridgewater, South Dakota, United States is a small rural city in McCook County best known as the birthplace of Hall of Fame baseball manager Sparky Anderson.
  • 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, United States of America
Triple: [Theodore Schultz, placeOfBirth, Arlington, South Dakota, United States of America]
Generated description
Arlington, South Dakota, United States of America, 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, United States of America
Target entity description: Arlington, South Dakota, United States of America, is a small rural city in eastern South Dakota known as the birthplace of Nobel Prize–winning economist Theodore W. Schultz.
  • A. Yankton, South Dakota, United States
    Yankton is a small city in southeastern South Dakota known as a historic Missouri River port and the birthplace of NFL kicker Adam Vinatieri.
  • B. Aberdeen, South Dakota, United States
    Aberdeen, South Dakota, United States, is a small city in northeastern South Dakota known as a regional hub for agriculture, education, and commerce.
  • C. Rapid City, South Dakota, United States
    Rapid City is the second-largest city in South Dakota, known as the gateway to the Black Hills and nearby Mount Rushmore National Memorial.
  • D. Flandreau, South Dakota, United States
    Flandreau, South Dakota, United States, is a small city in Moody County known as the birthplace of pioneering computer architect Gene Amdahl.
  • E. Bridgewater, South Dakota, United States
    Bridgewater, South Dakota, United States is a small rural city in McCook County best known as the birthplace of Hall of Fame baseball manager Sparky Anderson.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57f5a0a081909977ccbb8aba633c completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb954393c8190b6ff6a5faa129d09 completed March 20, 2026, 9:17 p.m.
NEDg Description generation batch_69bdbe8c545881909fd921cc1736f297 completed March 20, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69bdbf4b2a408190b476e5f898605828 completed March 20, 2026, 9:42 p.m.
Created at: March 20, 2026, 1:05 p.m.