Triple

T19260113
Position Surface form Disambiguated ID Type / Status
Subject Eugene Shoemaker E481624 entity
Predicate familyName P18 FINISHED
Object Shoemaker
Shoemaker is a surname most famously associated with American geologist and astronomer Eugene Shoemaker, a pioneer of planetary science and co-discoverer of Comet Shoemaker–Levy 9.
E1367005 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: Shoemaker | Statement: [Eugene Shoemaker, familyName, Shoemaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shoemaker
Context triple: [Eugene Shoemaker, familyName, Shoemaker]
  • A. The Cobbler
    The Cobbler is a genre painting by Dutch Golden Age artist Abraham Bloemaert, depicting a humble shoemaker at work in a detailed, everyday interior scene.
  • B. The Cobbler
    The Cobbler, also known as Ben Arthur, is a distinctive, rocky mountain in the Arrochar Alps of Scotland famed for its craggy summit and popular climbing routes.
  • C. The Cobbler
    The Cobbler is a 2014 fantasy-comedy film starring Adam Sandler as a shoe repairman who discovers a magical heirloom that allows him to literally step into his customers’ lives.
  • D. The Carpenter
    The Carpenter is a painting by Dutch Golden Age artist Abraham Bloemaert, exemplifying his detailed and dramatic religious and genre scenes.
  • E. The Carpenter
    "The Carpenter" is a 2012 studio album by American folk-rock band The Avett Brothers that blends introspective songwriting with their signature mix of folk, rock, and Americana.
  • 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: Shoemaker
Triple: [Eugene Shoemaker, familyName, Shoemaker]
Generated description
Shoemaker is a surname most famously associated with American geologist and astronomer Eugene Shoemaker, a pioneer of planetary science and co-discoverer of Comet Shoemaker–Levy 9.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shoemaker
Target entity description: Shoemaker is a surname most famously associated with American geologist and astronomer Eugene Shoemaker, a pioneer of planetary science and co-discoverer of Comet Shoemaker–Levy 9.
  • A. The Cobbler
    The Cobbler, also known as Ben Arthur, is a distinctive, rocky mountain in the Arrochar Alps of Scotland famed for its craggy summit and popular climbing routes.
  • B. The Cobbler
    The Cobbler is a genre painting by Dutch Golden Age artist Abraham Bloemaert, depicting a humble shoemaker at work in a detailed, everyday interior scene.
  • C. The Cobbler
    The Cobbler is a 2014 fantasy-comedy film starring Adam Sandler as a shoe repairman who discovers a magical heirloom that allows him to literally step into his customers’ lives.
  • D. The Carpenter
    The Carpenter is a painting by Dutch Golden Age artist Abraham Bloemaert, exemplifying his detailed and dramatic religious and genre scenes.
  • E. The Carpenter
    "The Carpenter" is a 2012 studio album by American folk-rock band The Avett Brothers that blends introspective songwriting with their signature mix of folk, rock, and Americana.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb8858588190a04e2a01e43fb7b2 completed April 20, 2026, 10:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705eb7c4c81909b3539889503669b completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a07070fe8688190a0abee0361a2abba completed May 15, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a070bcdf19c8190a4f734052d5f3573 completed May 15, 2026, 12:04 p.m.
Created at: April 10, 2026, 1:28 p.m.