Triple

T23308807
Position Surface form Disambiguated ID Type / Status
Subject Anne Graham Lotz E590524 entity
Predicate hasChild P369 FINISHED
Object Rachel-Ruth Lotz
Rachel-Ruth Lotz is a Christian speaker and author known for her ministry work and as the granddaughter of evangelist Billy Graham and daughter of Bible teacher Anne Graham Lotz.
E1589970 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: Rachel-Ruth Lotz | Statement: [Anne Graham Lotz, hasChild, Rachel-Ruth Lotz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rachel-Ruth Lotz
Context triple: [Anne Graham Lotz, hasChild, Rachel-Ruth Lotz]
  • A. Ruth Roher
    Ruth Roher is best known as the wife of Canadian actor Lloyd Bochner.
  • B. Anne Klotz
    Anne Klotz is a film editor known for her work on the French drama "La loi du marché" ("The Measure of a Man").
  • C. Ruth Gikow
    Ruth Gikow was a Russian-born American painter and muralist known for her socially conscious, figurative depictions of urban life in mid-20th-century New York City.
  • D. Ellen Benrath
    Ellen Benrath is known primarily as the wife of German actor Martin Benrath.
  • E. Ruth Barbara Grasemann
    Ruth Barbara Grasemann, better known as Ruth Rendell, was a renowned British crime writer celebrated for her psychological thrillers and the Inspector Wexford detective series.
  • 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: Rachel-Ruth Lotz
Triple: [Anne Graham Lotz, hasChild, Rachel-Ruth Lotz]
Generated description
Rachel-Ruth Lotz is a Christian speaker and author known for her ministry work and as the granddaughter of evangelist Billy Graham and daughter of Bible teacher Anne Graham Lotz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rachel-Ruth Lotz
Target entity description: Rachel-Ruth Lotz is a Christian speaker and author known for her ministry work and as the granddaughter of evangelist Billy Graham and daughter of Bible teacher Anne Graham Lotz.
  • A. Ruth Roher
    Ruth Roher is best known as the wife of Canadian actor Lloyd Bochner.
  • B. Anne Klotz
    Anne Klotz is a film editor known for her work on the French drama "La loi du marché" ("The Measure of a Man").
  • C. Ruth Gikow
    Ruth Gikow was a Russian-born American painter and muralist known for her socially conscious, figurative depictions of urban life in mid-20th-century New York City.
  • D. Ellen Benrath
    Ellen Benrath is known primarily as the wife of German actor Martin Benrath.
  • E. Ruth Barbara Grasemann
    Ruth Barbara Grasemann, better known as Ruth Rendell, was a renowned British crime writer celebrated for her psychological thrillers and the Inspector Wexford detective series.
  • 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_6a0cdf2cfb2081909e2f35aaaf71eedf completed May 19, 2026, 10:07 p.m.
NEDg Description generation batch_6a0ce0c402c08190bdd44961b18e3938 completed May 19, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce13bbe9881908dd16880db5524b3 completed May 19, 2026, 10:16 p.m.
Created at: April 17, 2026, 5:05 p.m.