Triple

T2384037
Position Surface form Disambiguated ID Type / Status
Subject Ava Lowle Willing E46376 entity
Predicate familyName P18 FINISHED
Object Willing
Willing is a surname most notably associated with American socialite Ava Lowle Willing, who was part of prominent transatlantic high society in the late 19th and early 20th centuries.
 E260856 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: Willing | Statement: [Ava Lowle Willing, familyName, Willing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Willing
Context triple: [Ava Lowle Willing, familyName, Willing]
  • A. Desire
    Desire is a 1976 studio album by Bob Dylan, noted for its storytelling lyrics, prominent violin arrangements, and songs like "Hurricane" and "Sara."
  • B. Desire
    "Desire" is a hit rock song by U2, known for its Bo Diddley–inspired rhythm and prominent role in the band's late-1980s work.
  • C. will to power
    The will to power is Friedrich Nietzsche’s central philosophical concept describing a fundamental drive in all life to assert, expand, and enhance its strength and creative force.
  • D. Wil
    Wil is a common shortened form of the given name Willem, often used as an informal or familiar nickname.
  • E. Will Therapy
    Will Therapy is a seminal psychoanalytic work by Otto Rank that emphasizes the central role of human will and creativity in psychological development and treatment.
  • 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: Willing
Triple: [Ava Lowle Willing, familyName, Willing]
Generated description
Willing is a surname most notably associated with American socialite Ava Lowle Willing, who was part of prominent transatlantic high society in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Willing
Target entity description: Willing is a surname most notably associated with American socialite Ava Lowle Willing, who was part of prominent transatlantic high society in the late 19th and early 20th centuries.
  • A. Desire
    Desire is a 1976 studio album by Bob Dylan, noted for its storytelling lyrics, prominent violin arrangements, and songs like "Hurricane" and "Sara."
  • B. Desire
    "Desire" is a hit rock song by U2, known for its Bo Diddley–inspired rhythm and prominent role in the band's late-1980s work.
  • C. will to power
    The will to power is Friedrich Nietzsche’s central philosophical concept describing a fundamental drive in all life to assert, expand, and enhance its strength and creative force.
  • D. Wil
    Wil is a common shortened form of the given name Willem, often used as an informal or familiar nickname.
  • E. Will Therapy
    Will Therapy is a seminal psychoanalytic work by Otto Rank that emphasizes the central role of human will and creativity in psychological development and treatment.
  • 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7bc87d0819090cd9d19d748bcc3 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8b790bc8190ba399e252acec750 completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeabb22c708190898b44cdd8b97ff6 completed March 9, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_69aeac141ca88190a9a91d0f5b25c341 completed March 9, 2026, 11:16 a.m.
Created at: March 4, 2026, 7:57 p.m.