Triple
T19629066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Matter (TV series) |
E471216
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Joseph Mallozzi
Joseph Mallozzi is a Canadian television writer and producer best known for his work on science fiction series such as Stargate SG-1, Stargate Atlantis, and Dark Matter.
|
E1386440
|
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: Joseph Mallozzi | Statement: [Dark Matter (TV series), creator, Joseph Mallozzi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Mallozzi Context triple: [Dark Matter (TV series), creator, Joseph Mallozzi]
-
A.
Tony Siragusa
Tony Siragusa was an American NFL defensive tackle and popular television personality best known for his role on the dominant Baltimore Ravens defense that won Super Bowl XXXV.
-
B.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
C.
Tony DeMarco
Tony DeMarco was an American professional boxer and former world welterweight champion known for his aggressive, crowd-pleasing fighting style during the 1950s.
-
D.
Tony Cacciotti
Tony Cacciotti is an American actor and producer best known as the longtime husband of actress Valerie Harper and for his work behind the scenes in film and television.
-
E.
Joe DeMaio
Joe DeMaio is a music video director known for his work on notable country music videos.
- 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: Joseph Mallozzi Triple: [Dark Matter (TV series), creator, Joseph Mallozzi]
Generated description
Joseph Mallozzi is a Canadian television writer and producer best known for his work on science fiction series such as Stargate SG-1, Stargate Atlantis, and Dark Matter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Mallozzi Target entity description: Joseph Mallozzi is a Canadian television writer and producer best known for his work on science fiction series such as Stargate SG-1, Stargate Atlantis, and Dark Matter.
-
A.
Tony Siragusa
Tony Siragusa was an American NFL defensive tackle and popular television personality best known for his role on the dominant Baltimore Ravens defense that won Super Bowl XXXV.
-
B.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
C.
Tony DeMarco
Tony DeMarco was an American professional boxer and former world welterweight champion known for his aggressive, crowd-pleasing fighting style during the 1950s.
-
D.
Tony Cacciotti
Tony Cacciotti is an American actor and producer best known as the longtime husband of actress Valerie Harper and for his work behind the scenes in film and television.
-
E.
Joe DeMaio
Joe DeMaio is a music video director known for his work on notable country music videos.
- 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64101a0448190ba19f8917ae85dd6 |
completed | April 20, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0771c20d8081909095444afe673e09 |
completed | May 15, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_6a07727e9cd48190b5a83d0bf8805170 |
completed | May 15, 2026, 7:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0773021f788190aaeb3a6831ded005 |
completed | May 15, 2026, 7:24 p.m. |
Created at: April 10, 2026, 1:44 p.m.