Triple
T10794148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holtzbrinck Publishing Group |
E254659
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Holtzbrinck Digital
Holtzbrinck Digital is the digital investment and innovation arm of the Holtzbrinck Publishing Group, focusing on online media, education technology, and digital content businesses.
|
E254659
|
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: Holtzbrinck Digital | Statement: [Holtzbrinck Publishing Group, owns, Holtzbrinck Digital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holtzbrinck Digital Context triple: [Holtzbrinck Publishing Group, owns, Holtzbrinck Digital]
-
A.
Holtzbrinck Publishing Group
Holtzbrinck Publishing Group is a German-based global media and publishing conglomerate known for its ownership of major book and academic publishers, newspapers, and digital information companies.
-
B.
Hubert Burda Media
Hubert Burda Media is a major German media and publishing company known for its magazines, digital platforms, and involvement in cultural and media awards.
-
C.
Bertelsmann
Bertelsmann is a major German multinational media, services, and education conglomerate known for owning prominent publishing and broadcasting companies worldwide.
-
D.
Axel Springer
Axel Springer was a prominent German newspaper publisher and media entrepreneur who founded the Axel Springer SE media group and became a key figure in postwar German press and politics.
-
E.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
- 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: Holtzbrinck Digital Triple: [Holtzbrinck Publishing Group, owns, Holtzbrinck Digital]
Generated description
Holtzbrinck Digital is the digital investment and innovation arm of the Holtzbrinck Publishing Group, focusing on online media, education technology, and digital content businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holtzbrinck Digital Target entity description: Holtzbrinck Digital is the digital investment and innovation arm of the Holtzbrinck Publishing Group, focusing on online media, education technology, and digital content businesses.
-
A.
Holtzbrinck Publishing Group
chosen
Holtzbrinck Publishing Group is a German-based global media and publishing conglomerate known for its ownership of major book and academic publishers, newspapers, and digital information companies.
-
B.
Hubert Burda Media
Hubert Burda Media is a major German media and publishing company known for its magazines, digital platforms, and involvement in cultural and media awards.
-
C.
Bertelsmann
Bertelsmann is a major German multinational media, services, and education conglomerate known for owning prominent publishing and broadcasting companies worldwide.
-
D.
Axel Springer
Axel Springer was a prominent German newspaper publisher and media entrepreneur who founded the Axel Springer SE media group and became a key figure in postwar German press and politics.
-
E.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
- F. None of above.
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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732f878648190be5e25c56a7511cf |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de564748ac8190beaaea44bb2d95ed |
completed | April 14, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_69de5eae7ab88190a0c512cfe61e3458 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de60907e1081908405b6d71adbd388 |
completed | April 14, 2026, 3:43 p.m. |
Created at: April 8, 2026, 9:17 p.m.