Triple

T15548151
Position Surface form Disambiguated ID Type / Status
Subject Tess Gallagher E370666 entity
Predicate notableWork P4 FINISHED
Object Willingly
"Willingly" is a work by American poet and short story writer Tess Gallagher, reflecting her characteristic lyrical and introspective style.
E1163843 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: Willingly | Statement: [Tess Gallagher, notableWork, Willingly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willingly
Context triple: [Tess Gallagher, notableWork, Willingly]
  • A. 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.
  • B. Acquiesce
    "Acquiesce" is a fan-favorite Oasis song known for its anthemic chorus and prominent use of both Liam and Noel Gallagher on lead vocals.
  • C. Ready an’ Willing
    Ready an’ Willing is a 1980 hard rock album by British band Whitesnake, noted for its bluesy sound and the hit single “Fool for Your Loving.”
  • D. Willing and Able
    "Willing and Able" is a song from Prince and the New Power Generation’s 1991 album "Diamonds and Pearls," blending funk, pop, and gospel influences.
  • E. Alright
    "Alright" is a song featured on John Legend's debut studio album "Get Lifted."
  • 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: Willingly
Triple: [Tess Gallagher, notableWork, Willingly]
Generated description
"Willingly" is a work by American poet and short story writer Tess Gallagher, reflecting her characteristic lyrical and introspective style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willingly
Target entity description: "Willingly" is a work by American poet and short story writer Tess Gallagher, reflecting her characteristic lyrical and introspective style.
  • A. 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.
  • B. Acquiesce
    "Acquiesce" is a fan-favorite Oasis song known for its anthemic chorus and prominent use of both Liam and Noel Gallagher on lead vocals.
  • C. Ready an’ Willing
    Ready an’ Willing is a 1980 hard rock album by British band Whitesnake, noted for its bluesy sound and the hit single “Fool for Your Loving.”
  • D. Willing and Able
    "Willing and Able" is a song from Prince and the New Power Generation’s 1991 album "Diamonds and Pearls," blending funk, pop, and gospel influences.
  • E. Alright
    "Alright" is a song featured on John Legend's debut studio album "Get Lifted."
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a93121881909d88ca55a39252ac completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455c172c8190833274cb98667e84 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff469e47fc819099d08f780ad81bf5 completed May 9, 2026, 2:37 p.m.
NED2 Entity disambiguation (via description) batch_69ff47aeddac8190a87024019ecb1396 completed May 9, 2026, 2:41 p.m.
Created at: April 10, 2026, 4:08 a.m.