Triple
T7199100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bell & Howell Zoomatic Director Series Model 414 PD |
E168691
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Bell & Howell
Bell & Howell is an American company historically known for producing motion picture cameras, projectors, and other audiovisual and imaging equipment.
|
E648706
|
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: Bell & Howell | Statement: [Bell & Howell Zoomatic Director Series Model 414 PD, manufacturer, Bell & Howell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bell & Howell Context triple: [Bell & Howell Zoomatic Director Series Model 414 PD, manufacturer, Bell & Howell]
-
A.
Kodak
Kodak is an unincorporated community in Sevier County, Tennessee, known as a growing residential and commercial area near the Great Smoky Mountains and the city of Knoxville.
-
B.
Ampex
Ampex is an American electronics company renowned for pioneering professional audio and video tape recording technology.
-
C.
Kodak Limited
Kodak Limited is the United Kingdom-based subsidiary of the Eastman Kodak Company, historically involved in photographic film, imaging, and related technologies.
-
D.
Eastman Kodak Company
Eastman Kodak Company is an American technology and photography company historically known for pioneering consumer and professional film, cameras, and imaging products.
-
E.
Cooke
Cooke is a surname of English origin, often considered a variant spelling of "Cook."
- 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: Bell & Howell Triple: [Bell & Howell Zoomatic Director Series Model 414 PD, manufacturer, Bell & Howell]
Generated description
Bell & Howell is an American company historically known for producing motion picture cameras, projectors, and other audiovisual and imaging equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bell & Howell Target entity description: Bell & Howell is an American company historically known for producing motion picture cameras, projectors, and other audiovisual and imaging equipment.
-
A.
Kodak
Kodak is an unincorporated community in Sevier County, Tennessee, known as a growing residential and commercial area near the Great Smoky Mountains and the city of Knoxville.
-
B.
Ampex
Ampex is an American electronics company renowned for pioneering professional audio and video tape recording technology.
-
C.
Kodak Limited
Kodak Limited is the United Kingdom-based subsidiary of the Eastman Kodak Company, historically involved in photographic film, imaging, and related technologies.
-
D.
Eastman Kodak Company
Eastman Kodak Company is an American technology and photography company historically known for pioneering consumer and professional film, cameras, and imaging products.
-
E.
Cooke
Cooke is a surname of English origin, often considered a variant spelling of "Cook."
- 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_69c68a5376748190bb500f03df86e93e |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6e92b8bc08190bfcdd34ce42e3448 |
completed | March 27, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfac10c88190ad83da6a137abd27 |
completed | March 28, 2026, 11:46 a.m. |
| NEDg | Description generation | batch_69c7c039bb708190b4ac14e19974774a |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c123c4b48190a76fb869f7abc553 |
completed | March 28, 2026, 11:53 a.m. |
Created at: March 27, 2026, 2:52 p.m.