Triple

T12966935
Position Surface form Disambiguated ID Type / Status
Subject Muskogee County E321284 entity
Predicate contains P35 FINISHED
Object Taft
Taft is a small town in Muskogee County, Oklahoma, historically known as one of the state's all-Black communities.
 E1015292 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: Taft | Statement: [Muskogee County, contains, Taft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taft
Context triple: [Muskogee County, contains, Taft]
  • A. Taft
    Taft is a prominent American family name most famously associated with U.S. President and Chief Justice William Howard Taft and his politically influential relatives.
  • B. Taft
    Taft is a small oil-producing city in southwestern Kern County, California, known historically for its role in the petroleum industry.
  • C. Taft
    Taft is a small city in central Iran known for its traditional gardens, pomegranate orchards, and proximity to the historic desert city of Yazd.
  • D. Taft
    Taft is a coastal municipality in the province of Eastern Samar in the Philippines.
  • E. William Howard Taft III
    William Howard Taft III was an American diplomat and academic who notably served as U.S. Ambassador to Ireland in the mid-20th century.
  • 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: Taft
Triple: [Muskogee County, contains, Taft]
Generated description
Taft is a small town in Muskogee County, Oklahoma, historically known as one of the state's all-Black communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taft
Target entity description: Taft is a small town in Muskogee County, Oklahoma, historically known as one of the state's all-Black communities.
  • A. Taft
    Taft is a small oil-producing city in southwestern Kern County, California, known historically for its role in the petroleum industry.
  • B. Taft
    Taft is a coastal municipality in the province of Eastern Samar in the Philippines.
  • C. Taft
    Taft is a prominent American family name most famously associated with U.S. President and Chief Justice William Howard Taft and his politically influential relatives.
  • D. Taft
    Taft is a small city in central Iran known for its traditional gardens, pomegranate orchards, and proximity to the historic desert city of Yazd.
  • E. William Howard Taft III
    William Howard Taft III was an American diplomat and academic who notably served as U.S. Ambassador to Ireland in the mid-20th century.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e3f702481908f0f90f4f12d3f4d completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0f4798c8190861638c699e98045 completed May 3, 2026, 3:28 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 8:30 p.m.