Triple
T14530435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wolters Kluwer |
E340897
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Noordhoff Uitgevers
Noordhoff Uitgevers is a Dutch publishing company best known for its educational and academic materials.
|
E1104290
|
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: Noordhoff Uitgevers | Statement: [Wolters Kluwer, foundedBy, Noordhoff Uitgevers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Noordhoff Uitgevers Context triple: [Wolters Kluwer, foundedBy, Noordhoff Uitgevers]
-
A.
Hueber
Hueber is a variant spelling of the surname Huber, a common German family name.
-
B.
Gyldendal
Gyldendal is a major Scandinavian publishing house, best known as one of the oldest and most influential literary publishers in Norway and Denmark.
-
C.
Norstedts Förlag
Norstedts Förlag is a major Swedish publishing house best known internationally for releasing Stieg Larsson’s Millennium crime novel series, including "The Girl with the Dragon Tattoo."
-
D.
Ullstein Verlag
Ullstein Verlag is a major German publishing house and former newspaper and magazine empire based in Berlin, known for its influential role in 20th-century German media and culture.
-
E.
Houghton Mifflin
Houghton Mifflin is a major American publishing company known for its educational materials, textbooks, and notable works of fiction and non-fiction.
- 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: Noordhoff Uitgevers Triple: [Wolters Kluwer, foundedBy, Noordhoff Uitgevers]
Generated description
Noordhoff Uitgevers is a Dutch publishing company best known for its educational and academic materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Noordhoff Uitgevers Target entity description: Noordhoff Uitgevers is a Dutch publishing company best known for its educational and academic materials.
-
A.
Hueber
Hueber is a variant spelling of the surname Huber, a common German family name.
-
B.
Gyldendal
Gyldendal is a major Scandinavian publishing house, best known as one of the oldest and most influential literary publishers in Norway and Denmark.
-
C.
Norstedts Förlag
Norstedts Förlag is a major Swedish publishing house best known internationally for releasing Stieg Larsson’s Millennium crime novel series, including "The Girl with the Dragon Tattoo."
-
D.
Ullstein Verlag
Ullstein Verlag is a major German publishing house and former newspaper and magazine empire based in Berlin, known for its influential role in 20th-century German media and culture.
-
E.
Houghton Mifflin
Houghton Mifflin is a major American publishing company known for its educational materials, textbooks, and notable works of fiction and non-fiction.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea052d01c81909c8592c351be6f35 |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a547c408190a1a19e12aac1d5bd |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7be2dc0c8190b8950a1f43ce13ab |
completed | May 8, 2026, 6 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7c6422e08190b149efdf58c3572a |
completed | May 8, 2026, 6:02 a.m. |
Created at: April 10, 2026, 1:22 a.m.