Triple

T6148445
Position Surface form Disambiguated ID Type / Status
Subject Proto-Sino-Tibetan E137137 entity
Predicate studiedBy P1945 FINISHED
Object Paul K. Benedict
Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
E760277 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: Paul K. Benedict | Statement: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul K. Benedict
Context triple: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
  • A. Wallace J. Benedict
    Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
  • B. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • C. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • D. Ferdinand L. Barnett
    Ferdinand L. Barnett was an African American lawyer, journalist, and civil rights activist in Chicago who founded the influential black newspaper The Conservator and worked prominently for racial justice in the late 19th and early 20th centuries.
  • E. Sidney A. Franklin
    Sidney A. Franklin was an American film director and producer best known for his work during Hollywood’s classical era, including several acclaimed literary adaptations.
  • 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: Paul K. Benedict
Triple: [Proto-Sino-Tibetan, studiedBy, Paul K. Benedict]
Generated description
Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul K. Benedict
Target entity description: Paul K. Benedict was an American linguist and anthropologist renowned for his pioneering comparative work on Sino-Tibetan and other East and Southeast Asian language families.
  • A. Wallace J. Benedict
    Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
  • B. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • C. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • D. Ferdinand L. Barnett
    Ferdinand L. Barnett was an African American lawyer, journalist, and civil rights activist in Chicago who founded the influential black newspaper The Conservator and worked prominently for racial justice in the late 19th and early 20th centuries.
  • E. Sidney A. Franklin
    Sidney A. Franklin was an American film director and producer best known for his work during Hollywood’s classical era, including several acclaimed literary adaptations.
  • 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_69c008a2c6308190a56519b22d55d083 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05ce07fb081909278088e9e2e2959 completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf883201d481909efd2f57e852a175 completed April 3, 2026, 9:28 a.m.
NEDg Description generation batch_69cf8a3d8e548190911d44ee36875d44 completed April 3, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ae86e1881908a77f660c061bf69 completed April 3, 2026, 9:39 a.m.
Created at: March 22, 2026, 4:16 p.m.