Triple

T23308809
Position Surface form Disambiguated ID Type / Status
Subject Anne Graham Lotz E590524 entity
Predicate hasChild P369 FINISHED
Object Jonathan Lotz
Jonathan Lotz is an American Christian minister and evangelist, known as the grandson of Billy Graham and the son of Bible teacher Anne Graham Lotz.
E1581638 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: Jonathan Lotz | Statement: [Anne Graham Lotz, hasChild, Jonathan Lotz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Lotz
Context triple: [Anne Graham Lotz, hasChild, Jonathan Lotz]
  • A. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • B. Brian Silverstein
    Brian Silverstein is an individual notable enough to be recognized as a prominent bearer of the surname Silverstein.
  • C. Eric Savin
    Eric Savin is a cybernetically enhanced former soldier and primary henchman of Aldrich Killian in the Marvel film "Iron Man 3."
  • D. Kirk Frohlich
    Kirk Frohlich is a musician best known as a member of the hard rock band L.A. Guns.
  • E. Phil Ondich
    Phil Ondich is an American drummer best known for his work with Zakk Wylde’s heavy metal band Black Label Society.
  • 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: Jonathan Lotz
Triple: [Anne Graham Lotz, hasChild, Jonathan Lotz]
Generated description
Jonathan Lotz is an American Christian minister and evangelist, known as the grandson of Billy Graham and the son of Bible teacher Anne Graham Lotz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Lotz
Target entity description: Jonathan Lotz is an American Christian minister and evangelist, known as the grandson of Billy Graham and the son of Bible teacher Anne Graham Lotz.
  • A. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • B. Brian Silverstein
    Brian Silverstein is an individual notable enough to be recognized as a prominent bearer of the surname Silverstein.
  • C. Eric Savin
    Eric Savin is a cybernetically enhanced former soldier and primary henchman of Aldrich Killian in the Marvel film "Iron Man 3."
  • D. Kirk Frohlich
    Kirk Frohlich is a musician best known as a member of the hard rock band L.A. Guns.
  • E. Phil Ondich
    Phil Ondich is an American drummer best known for his work with Zakk Wylde’s heavy metal band Black Label Society.
  • 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_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197292fd08190bc364e1433dde213 completed April 29, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c9e2f4c8190a7b7c89805d85745 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4fd38fa48190958edaece1496a94 completed May 19, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506b25ec819084b9522fa827abe7 completed May 19, 2026, 11:58 a.m.
Created at: April 17, 2026, 5:05 p.m.