Triple

T5551344
Position Surface form Disambiguated ID Type / Status
Subject Eastern Air Lines E145531 entity
Predicate keyPerson P256 FINISHED
Object Frank Lorenzo
Frank Lorenzo is an American airline executive best known for his controversial leadership of several major U.S. carriers in the 1970s and 1980s, including Texas International, Continental Airlines, and Eastern Air Lines.
 E532890 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: Frank Lorenzo | Statement: [Eastern Air Lines, keyPerson, Frank Lorenzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Lorenzo
Context triple: [Eastern Air Lines, keyPerson, Frank Lorenzo]
  • A. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • B. Philip D’Antoni
    Philip D’Antoni was an American film and television producer best known for gritty, realistic crime dramas such as "The French Connection" and "The Seven-Ups."
  • C. George Gallo
    George Gallo is an American screenwriter and filmmaker best known for creating the characters behind the "Bad Boys" action-comedy film franchise.
  • D. John Textor
    John Textor is an American businessman and investor known for his ownership stakes and leadership roles in multiple football clubs, including Olympique Lyonnais.
  • E. Lou Lombardo
    Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
  • 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: Frank Lorenzo
Triple: [Eastern Air Lines, keyPerson, Frank Lorenzo]
Generated description
Frank Lorenzo is an American airline executive best known for his controversial leadership of several major U.S. carriers in the 1970s and 1980s, including Texas International, Continental Airlines, and Eastern Air Lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Lorenzo
Target entity description: Frank Lorenzo is an American airline executive best known for his controversial leadership of several major U.S. carriers in the 1970s and 1980s, including Texas International, Continental Airlines, and Eastern Air Lines.
  • A. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • B. Philip D’Antoni
    Philip D’Antoni was an American film and television producer best known for gritty, realistic crime dramas such as "The French Connection" and "The Seven-Ups."
  • C. George Gallo
    George Gallo is an American screenwriter and filmmaker best known for creating the characters behind the "Bad Boys" action-comedy film franchise.
  • D. John Textor
    John Textor is an American businessman and investor known for his ownership stakes and leadership roles in multiple football clubs, including Olympique Lyonnais.
  • E. Lou Lombardo
    Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe3e7788190aa5361b083197c17 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028350bc08190a8b48893157b86a1 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c037b4e04881908d07e704f2a161bb completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0384f8ce481908e7f82edf6c17323 completed March 22, 2026, 6:43 p.m.
Created at: March 22, 2026, 3:35 p.m.