Triple

T3294755
Position Surface form Disambiguated ID Type / Status
Subject Fred Trump Jr. E69186 entity
Predicate memberOf P10 FINISHED
Object Kappa Sigma
Kappa Sigma is a major North American collegiate social fraternity known for its large membership, long history, and emphasis on brotherhood, scholarship, and service.
 E343459 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: Kappa Sigma | Statement: [Fred Trump Jr., memberOf, Kappa Sigma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kappa Sigma
Context triple: [Fred Trump Jr., memberOf, Kappa Sigma]
  • A. Kappa Alpha Psi
    Kappa Alpha Psi is a historically African American collegiate fraternity founded in 1911 that emphasizes achievement, leadership, and community service.
  • B. Phi Gamma Delta
    Phi Gamma Delta is a prominent North American collegiate social fraternity known for its long history, influential alumni, and emphasis on leadership, scholarship, and brotherhood.
  • C. Sigma Alpha Mu
    Sigma Alpha Mu is a historically Jewish, college social fraternity founded in 1909 that has chapters across numerous universities in North America.
  • D. Pi Tau Sigma
    Pi Tau Sigma is an international mechanical engineering honor society that recognizes and promotes high academic achievement, leadership, and service among mechanical engineering students.
  • E. Phi Delta Theta fraternity
    Phi Delta Theta fraternity is an international social fraternity founded in 1848 at Miami University, known for its emphasis on friendship, sound learning, and moral rectitude and for its notable alumni across sports, politics, and business.
  • 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: Kappa Sigma
Triple: [Fred Trump Jr., memberOf, Kappa Sigma]
Generated description
Kappa Sigma is a major North American collegiate social fraternity known for its large membership, long history, and emphasis on brotherhood, scholarship, and service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kappa Sigma
Target entity description: Kappa Sigma is a major North American collegiate social fraternity known for its large membership, long history, and emphasis on brotherhood, scholarship, and service.
  • A. Kappa Alpha Psi
    Kappa Alpha Psi is a historically African American collegiate fraternity founded in 1911 that emphasizes achievement, leadership, and community service.
  • B. Phi Gamma Delta
    Phi Gamma Delta is a prominent North American collegiate social fraternity known for its long history, influential alumni, and emphasis on leadership, scholarship, and brotherhood.
  • C. Sigma Alpha Mu
    Sigma Alpha Mu is a historically Jewish, college social fraternity founded in 1909 that has chapters across numerous universities in North America.
  • D. Pi Tau Sigma
    Pi Tau Sigma is an international mechanical engineering honor society that recognizes and promotes high academic achievement, leadership, and service among mechanical engineering students.
  • E. Phi Delta Theta fraternity
    Phi Delta Theta fraternity is an international social fraternity founded in 1848 at Miami University, known for its emphasis on friendship, sound learning, and moral rectitude and for its notable alumni across sports, politics, and business.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb07661748190bf57469e101c5283 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86b8e04819091f4a4ae6d6a87ad completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e98804b8819097ef1fd498f13c9b completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.