Triple
T17344065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Freedon Nadd Uprising |
E421135
|
entity |
| Predicate | letterer |
P36863
|
FINISHED |
| Object |
Michael Heisler
Michael Heisler is a comic book professional best known for his lettering work on various titles, including Star Wars–related publications.
|
E1325917
|
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: Michael Heisler | Statement: [The Freedon Nadd Uprising, letterer, Michael Heisler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Heisler Context triple: [The Freedon Nadd Uprising, letterer, Michael Heisler]
-
A.
Mark Heisler
Mark Heisler is an American sports journalist and author best known for his long-time NBA coverage and basketball writing, including work for the Los Angeles Times.
-
B.
Michael Leibert
Michael Leibert was an American theater director and producer best known for establishing the influential Berkeley Repertory Theatre in California.
-
C.
Michael Holzer
Michael Holzer is an architect best known as one of the founders of the avant-garde Austrian architecture firm Coop Himmelb(l)au.
-
D.
Scott Huler
Scott Huler is an American author and journalist known for his narrative nonfiction works that often explore science, technology, and culture.
-
E.
Craig Heisinger
Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
- 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: Michael Heisler Triple: [The Freedon Nadd Uprising, letterer, Michael Heisler]
Generated description
Michael Heisler is a comic book professional best known for his lettering work on various titles, including Star Wars–related publications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Heisler Target entity description: Michael Heisler is a comic book professional best known for his lettering work on various titles, including Star Wars–related publications.
-
A.
Mark Heisler
Mark Heisler is an American sports journalist and author best known for his long-time NBA coverage and basketball writing, including work for the Los Angeles Times.
-
B.
Michael Leibert
Michael Leibert was an American theater director and producer best known for establishing the influential Berkeley Repertory Theatre in California.
-
C.
Michael Holzer
Michael Holzer is an architect best known as one of the founders of the avant-garde Austrian architecture firm Coop Himmelb(l)au.
-
D.
Scott Huler
Scott Huler is an American author and journalist known for his narrative nonfiction works that often explore science, technology, and culture.
-
E.
Craig Heisinger
Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a27a350819086faf12e6bf9f0e2 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f0e51348190b667ed0f695ee7bb |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a043fa87a80819099465f5098663461 |
completed | May 13, 2026, 9:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a044006673c81908dcb5fac1f61bd10 |
completed | May 13, 2026, 9:10 a.m. |
Created at: April 10, 2026, 5:44 a.m.