Triple

T12470360
Position Surface form Disambiguated ID Type / Status
Subject Josephine Butler E298038 entity
Predicate father P120 FINISHED
Object John Grey
John Grey was a 19th-century English gentleman and social reformer best known as the father of prominent feminist and social justice campaigner Josephine Butler.
 E985767 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: John Grey | Statement: [Josephine Butler, father, John Grey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Grey
Context triple: [Josephine Butler, father, John Grey]
  • A. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • B. John Grey
    John Grey is a writer best known for his work on the film "The Freshman."
  • C. Grant Douglas Ward
    Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
  • D. Martin Black
    Martin Black is a member of the Black family, a fictional pure-blood wizarding family in the Harry Potter universe.
  • E. John Keen
    John Keen is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Keen.
  • 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: John Grey
Triple: [Josephine Butler, father, John Grey]
Generated description
John Grey was a 19th-century English gentleman and social reformer best known as the father of prominent feminist and social justice campaigner Josephine Butler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Grey
Target entity description: John Grey was a 19th-century English gentleman and social reformer best known as the father of prominent feminist and social justice campaigner Josephine Butler.
  • A. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • B. John Grey
    John Grey is a writer best known for his work on the film "The Freshman."
  • C. Grant Douglas Ward
    Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
  • D. Martin Black
    Martin Black is a member of the Black family, a fictional pure-blood wizarding family in the Harry Potter universe.
  • E. John Keen
    John Keen is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Keen.
  • 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dba7f6c8190b272f649e0777362 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64ba3983c8190aef5e3b6a6d2e41e completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c276d388190b58fe884466076ee completed May 2, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69f64ce7b444819094d94bec749d7618 completed May 2, 2026, 7:13 p.m.
Created at: April 8, 2026, 9:56 p.m.