Triple
T1970319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugo Award for Best Fan Artist |
E42782
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
Stu Shiffman
Stu Shiffman was an American science fiction fan artist and illustrator celebrated in fandom for his humorous, retro-styled artwork and contributions to fanzines and convention culture.
|
E219452
|
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: Stu Shiffman | Statement: [Hugo Award for Best Fan Artist, notableRecipient, Stu Shiffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stu Shiffman Context triple: [Hugo Award for Best Fan Artist, notableRecipient, Stu Shiffman]
-
A.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
B.
Isaac Z. Schlueter
Isaac Z. Schlueter is a software engineer and entrepreneur best known for founding npm, the widely used package manager for the Node.js ecosystem.
-
C.
Phil Zimmermann
Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
-
D.
Steve Goodrich
Steve Goodrich is a former American basketball player best known as a standout center for Princeton University in the late 1990s, where he helped lead the Tigers to national prominence.
-
E.
Eric Evans
Eric Evans is a software engineer and thought leader best known for originating and popularizing the concept of Domain-Driven Design in enterprise software development.
- 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: Stu Shiffman Triple: [Hugo Award for Best Fan Artist, notableRecipient, Stu Shiffman]
Generated description
Stu Shiffman was an American science fiction fan artist and illustrator celebrated in fandom for his humorous, retro-styled artwork and contributions to fanzines and convention culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stu Shiffman Target entity description: Stu Shiffman was an American science fiction fan artist and illustrator celebrated in fandom for his humorous, retro-styled artwork and contributions to fanzines and convention culture.
-
A.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
B.
Isaac Z. Schlueter
Isaac Z. Schlueter is a software engineer and entrepreneur best known for founding npm, the widely used package manager for the Node.js ecosystem.
-
C.
Phil Zimmermann
Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
-
D.
Steve Goodrich
Steve Goodrich is a former American basketball player best known as a standout center for Princeton University in the late 1990s, where he helped lead the Tigers to national prominence.
-
E.
Eric Evans
Eric Evans is a software engineer and thought leader best known for originating and popularizing the concept of Domain-Driven Design in enterprise software development.
- 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_69a88711151c8190940b2572095059d7 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3d17274819084cd352a3d2a8151 |
completed | March 7, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbd9a2dc81909f86fdfa9c646dd0 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6e40f081909682afd84f4e9338 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd9fa4cc81909734a147626da4d1 |
completed | March 8, 2026, 10:52 p.m. |
Created at: March 4, 2026, 7:36 p.m.