Triple

T16952163
Position Surface form Disambiguated ID Type / Status
Subject Michael McDermott (singer-songwriter) E411208 entity
Predicate notableWork P4 FINISHED
Object Willow Springs
"Willow Springs" is a critically acclaimed album by American singer-songwriter Michael McDermott, noted for its introspective lyrics and roots-rock sound.
E1243341 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: Willow Springs | Statement: [Michael McDermott (singer-songwriter), notableWork, Willow Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willow Springs
Context triple: [Michael McDermott (singer-songwriter), notableWork, Willow Springs]
  • A. Willow Springs
    Willow Springs is a commuter rail station in Willow Springs, Illinois, served by Metra trains on the Heritage Corridor line connecting the southwest suburbs to downtown Chicago.
  • B. Elmwood Springs
    Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
  • C. Fourth Creek
    Fourth Creek is a minor watercourse in South Australia that serves as one of the tributaries feeding into the River Torrens.
  • D. Meadowlakes
    Meadowlakes is a small residential city in central Texas, known for its golf course community and location near Lake Marble Falls.
  • E. Braid Hills
    Braid Hills is a range of low hills in the south of Edinburgh, Scotland, known for its scenic views over the city and its popular golf courses and walking paths.
  • 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: Willow Springs
Triple: [Michael McDermott (singer-songwriter), notableWork, Willow Springs]
Generated description
"Willow Springs" is a critically acclaimed album by American singer-songwriter Michael McDermott, noted for its introspective lyrics and roots-rock sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willow Springs
Target entity description: "Willow Springs" is a critically acclaimed album by American singer-songwriter Michael McDermott, noted for its introspective lyrics and roots-rock sound.
  • A. Willow Springs
    Willow Springs is a commuter rail station in Willow Springs, Illinois, served by Metra trains on the Heritage Corridor line connecting the southwest suburbs to downtown Chicago.
  • B. Elmwood Springs
    Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
  • C. Fourth Creek
    Fourth Creek is a minor watercourse in South Australia that serves as one of the tributaries feeding into the River Torrens.
  • D. Meadowlakes
    Meadowlakes is a small residential city in central Texas, known for its golf course community and location near Lake Marble Falls.
  • E. Braid Hills
    Braid Hills is a range of low hills in the south of Edinburgh, Scotland, known for its scenic views over the city and its popular golf courses and walking paths.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0197f308190af7185fc9cc7a6e9 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d46213b08190b33b48d12bc795d1 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5503be88190ac15a327ff3782ec completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d66e450c8190ae0befd3d7875ed8 completed May 10, 2026, 7:03 p.m.
Created at: April 10, 2026, 5:31 a.m.