Triple
T19998894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How It’s Made |
E494266
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Gabriel Hoss
Gabriel Hoss is a television producer and creator best known for developing the documentary-style series "How It’s Made."
|
E1405384
|
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: Gabriel Hoss | Statement: [How It’s Made, creator, Gabriel Hoss]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gabriel Hoss Context triple: [How It’s Made, creator, Gabriel Hoss]
-
A.
Gabriel Gustafson
Gabriel Gustafson was a Norwegian archaeologist best known for leading the excavation of the Viking Age Oseberg ship burial.
-
B.
Gabriel Richard
Gabriel Richard was a French-born Catholic priest, educator, and politician who became a prominent civic and religious leader in early 19th-century Detroit and served as a delegate to the U.S. Congress.
-
C.
Luc Gabriel
Luc Gabriel is a private individual known primarily as a relative by marriage of Meabh Flynn.
-
D.
Gabriel Ebert
Gabriel Ebert is an American actor and singer best known for his Tony Award–winning performance in the Broadway musical "Matilda" and roles in film and television.
-
E.
Gabriel Stokes
Gabriel Stokes is a former priest and morally conflicted survivor in The Walking Dead who becomes a key member of the Alexandria Safe-Zone community.
- 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: Gabriel Hoss Triple: [How It’s Made, creator, Gabriel Hoss]
Generated description
Gabriel Hoss is a television producer and creator best known for developing the documentary-style series "How It’s Made."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gabriel Hoss Target entity description: Gabriel Hoss is a television producer and creator best known for developing the documentary-style series "How It’s Made."
-
A.
Gabriel Gustafson
Gabriel Gustafson was a Norwegian archaeologist best known for leading the excavation of the Viking Age Oseberg ship burial.
-
B.
Gabriel Richard
Gabriel Richard was a French-born Catholic priest, educator, and politician who became a prominent civic and religious leader in early 19th-century Detroit and served as a delegate to the U.S. Congress.
-
C.
Luc Gabriel
Luc Gabriel is a private individual known primarily as a relative by marriage of Meabh Flynn.
-
D.
Gabriel Ebert
Gabriel Ebert is an American actor and singer best known for his Tony Award–winning performance in the Broadway musical "Matilda" and roles in film and television.
-
E.
Gabriel Stokes
Gabriel Stokes is a former priest and morally conflicted survivor in The Walking Dead who becomes a key member of the Alexandria Safe-Zone community.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a09bdc819083305b08a11c6e34 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080509d0748190a2703a2e3ddb0fc1 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0806563e1c8190b702fcfc009c84d5 |
completed | May 16, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806e876c881909f0c30e5dd16ce20 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:32 p.m.