Triple
T18016291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MobileNetV2 |
E431005
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Andrew Howard
Andrew Howard is a computer vision researcher and engineer best known for his work on efficient deep neural network architectures, including leading the development of MobileNetV2.
|
E1300984
|
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: Andrew Howard | Statement: [MobileNetV2, developedBy, Andrew Howard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Howard Context triple: [MobileNetV2, developedBy, Andrew Howard]
-
A.
Andrew Howard
Andrew Howard is a Welsh actor known for his intense character roles in film and television, including a supporting role in the thriller "Limitless."
-
B.
Michael Howard
Michael Howard is a British Conservative politician who served as Leader of the Conservative Party and Leader of the Opposition in the early 2000s.
-
C.
Martin Hawke
Martin Hawke is a person notable enough to be recognized as a prominent bearer of the surname Hawke.
-
D.
Howard Donald
Howard Donald is an English singer, songwriter, and DJ best known as one of the members of the pop group Take That.
-
E.
Michael Eliot Howard
Michael Eliot Howard was a prominent British military historian and academic known for his influential works on war studies and strategic thought.
- 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: Andrew Howard Triple: [MobileNetV2, developedBy, Andrew Howard]
Generated description
Andrew Howard is a computer vision researcher and engineer best known for his work on efficient deep neural network architectures, including leading the development of MobileNetV2.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Howard Target entity description: Andrew Howard is a computer vision researcher and engineer best known for his work on efficient deep neural network architectures, including leading the development of MobileNetV2.
-
A.
Andrew Howard
Andrew Howard is a Welsh actor known for his intense character roles in film and television, including a supporting role in the thriller "Limitless."
-
B.
Michael Howard
Michael Howard is a British Conservative politician who served as Leader of the Conservative Party and Leader of the Opposition in the early 2000s.
-
C.
Martin Hawke
Martin Hawke is a person notable enough to be recognized as a prominent bearer of the surname Hawke.
-
D.
Howard Donald
Howard Donald is an English singer, songwriter, and DJ best known as one of the members of the pop group Take That.
-
E.
Michael Eliot Howard
Michael Eliot Howard was a prominent British military historian and academic known for his influential works on war studies and strategic thought.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.