Triple
T4470454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TRPO |
E98480
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Phil Moritz
Phil Moritz is a computer scientist known for his work in reinforcement learning and scalable machine learning systems, including contributions to algorithms like TRPO.
|
E441107
|
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: Phil Moritz | Statement: [TRPO, coAuthor, Phil Moritz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phil Moritz Context triple: [TRPO, coAuthor, Phil Moritz]
-
A.
Hugh Hunt
Hugh Hunt was an American film art director and set decorator known for his work on numerous Hollywood productions in the mid-20th century.
-
B.
Donald Sumpter
Donald Sumpter is a veteran British character actor known for his extensive work in film and television, including roles in series such as Doctor Who and Game of Thrones.
-
C.
Rory Kinnear
Rory Kinnear is an acclaimed English actor known for his work in film, television, and theatre, including roles in the James Bond franchise and the series "Penny Dreadful."
-
D.
Sam Weaving
Sam Weaving is a child of acclaimed actor Hugo Weaving, known for his roles in films such as "The Matrix" and "The Lord of the Rings."
-
E.
Josh Gad
Josh Gad is an American actor and comedian best known for his roles in films like "Frozen" (as the voice of Olaf) and "Beauty and the Beast," as well as on Broadway in "The Book of Mormon."
- 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: Phil Moritz Triple: [TRPO, coAuthor, Phil Moritz]
Generated description
Phil Moritz is a computer scientist known for his work in reinforcement learning and scalable machine learning systems, including contributions to algorithms like TRPO.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phil Moritz Target entity description: Phil Moritz is a computer scientist known for his work in reinforcement learning and scalable machine learning systems, including contributions to algorithms like TRPO.
-
A.
Hugh Hunt
Hugh Hunt was an American film art director and set decorator known for his work on numerous Hollywood productions in the mid-20th century.
-
B.
Donald Sumpter
Donald Sumpter is a veteran British character actor known for his extensive work in film and television, including roles in series such as Doctor Who and Game of Thrones.
-
C.
Rory Kinnear
Rory Kinnear is an acclaimed English actor known for his work in film, television, and theatre, including roles in the James Bond franchise and the series "Penny Dreadful."
-
D.
Sam Weaving
Sam Weaving is a child of acclaimed actor Hugo Weaving, known for his roles in films such as "The Matrix" and "The Lord of the Rings."
-
E.
Josh Gad
Josh Gad is an American actor and comedian best known for his roles in films like "Frozen" (as the voice of Olaf) and "Beauty and the Beast," as well as on Broadway in "The Book of Mormon."
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b6a1f48190a39f5411648c40ff |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6286c75b08190bd683d300f6c97f0 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:34 p.m.