Triple

T12345021
Position Surface form Disambiguated ID Type / Status
Subject Johnny Lujack E294329 entity
Predicate familyName P18 FINISHED
Object Lujack
Lujack is the surname of Johnny Lujack, a celebrated American football quarterback and Heisman Trophy winner.
 E977982 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: Lujack | Statement: [Johnny Lujack, familyName, Lujack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lujack
Context triple: [Johnny Lujack, familyName, Lujack]
  • A. Jankom Pog
    Jankom Pog is a Tellarite engineer and one of the young alien protagonists in the animated series *Star Trek: Prodigy*, known for his mechanical skills, argumentative nature, and comic relief.
  • B. Jaku
    Jaku is a lesser-known Bantu language belonging to the Jarawan subgroup, spoken by a small community in West Africa.
  • C. Luppi
    Luppi is a surname most notably associated with Argentine actor Federico Luppi, renowned for his work in Latin American and Spanish cinema.
  • D. Mauger
    Mauger was a Norman nobleman of the Hauteville family, known as one of the lesser-documented members of the influential dynasty that played a key role in the conquest and governance of southern Italy and Sicily in the 11th century.
  • E. Jeffe
    Jeffe is an alternative spelling variant of the given name Jeff, typically used as a personal name.
  • 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: Lujack
Triple: [Johnny Lujack, familyName, Lujack]
Generated description
Lujack is the surname of Johnny Lujack, a celebrated American football quarterback and Heisman Trophy winner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lujack
Target entity description: Lujack is the surname of Johnny Lujack, a celebrated American football quarterback and Heisman Trophy winner.
  • A. Jankom Pog
    Jankom Pog is a Tellarite engineer and one of the young alien protagonists in the animated series *Star Trek: Prodigy*, known for his mechanical skills, argumentative nature, and comic relief.
  • B. Jaku
    Jaku is a lesser-known Bantu language belonging to the Jarawan subgroup, spoken by a small community in West Africa.
  • C. Luppi
    Luppi is a surname most notably associated with Argentine actor Federico Luppi, renowned for his work in Latin American and Spanish cinema.
  • D. Mauger
    Mauger was a Norman nobleman of the Hauteville family, known as one of the lesser-documented members of the influential dynasty that played a key role in the conquest and governance of southern Italy and Sicily in the 11th century.
  • E. Jeffe
    Jeffe is an alternative spelling variant of the given name Jeff, typically used as a personal name.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f7a4a448190aa70d66dc2f406c1 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aac9edc8190ab1740d23af1b250 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.