Triple
T2629962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Dobb's Journal |
E59607
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
CMP Media
CMP Media was a major technology-focused publishing company known for producing magazines, journals, and online content for IT and computing professionals.
|
E284637
|
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: CMP Media | Statement: [Dr. Dobb's Journal, publisher, CMP Media]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CMP Media Context triple: [Dr. Dobb's Journal, publisher, CMP Media]
-
A.
Cox Media Group
Cox Media Group is a major American media conglomerate that owns and operates television stations, radio stations, and digital media properties across numerous U.S. markets.
-
B.
Atlantic Media
Atlantic Media is an American media company best known for owning and operating influential publications such as The Atlantic.
-
C.
Allen Media Group
Allen Media Group is a media conglomerate founded by Byron Allen that owns and operates a wide portfolio of television networks, film and TV production companies, and digital media properties.
-
D.
Carlton Communications
Carlton Communications was a major British media company best known for its television broadcasting interests, including its role as a prominent ITV franchise holder in the UK.
-
E.
Hearst Communications
Hearst Communications is a major American mass media and business information conglomerate with interests in television, cable networks, magazines, newspapers, and digital media.
- 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: CMP Media Triple: [Dr. Dobb's Journal, publisher, CMP Media]
Generated description
CMP Media was a major technology-focused publishing company known for producing magazines, journals, and online content for IT and computing professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CMP Media Target entity description: CMP Media was a major technology-focused publishing company known for producing magazines, journals, and online content for IT and computing professionals.
-
A.
Cox Media Group
Cox Media Group is a major American media conglomerate that owns and operates television stations, radio stations, and digital media properties across numerous U.S. markets.
-
B.
Atlantic Media
Atlantic Media is an American media company best known for owning and operating influential publications such as The Atlantic.
-
C.
Allen Media Group
Allen Media Group is a media conglomerate founded by Byron Allen that owns and operates a wide portfolio of television networks, film and TV production companies, and digital media properties.
-
D.
Carlton Communications
Carlton Communications was a major British media company best known for its television broadcasting interests, including its role as a prominent ITV franchise holder in the UK.
-
E.
Hearst Communications
Hearst Communications is a major American mass media and business information conglomerate with interests in television, cable networks, magazines, newspapers, and digital media.
- 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_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8c452508190b02e1630d725497a |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90a7021081909f81c4ddb48fa00c |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af9172ba248190bbc68a00b43d9b44 |
completed | March 10, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af92500920819082c651f75a06dd72 |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:50 p.m.