Triple
T7666788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cengage Learning |
E173642
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
Milady
Milady is a leading educational publisher specializing in cosmetology and beauty industry textbooks and training materials.
|
E679181
|
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: Milady | Statement: [Cengage Learning, brand, Milady]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milady Context triple: [Cengage Learning, brand, Milady]
-
A.
Milady de Winter
Milady de Winter is a cunning and dangerous spy and antagonist in Alexandre Dumas' novel "The Three Musketeers," known for her beauty, deceit, and ruthless ambition.
-
B.
Milady’s Boudoir
Milady’s Boudoir is a fictional women’s magazine in P. G. Wodehouse’s Jeeves and Wooster stories, known for being run with energetic chaos by Bertie Wooster’s formidable Aunt Dahlia.
-
C.
Milord
"Milord" is a famous 1959 French chanson performed by Édith Piaf, telling the story of a lower-class woman addressing an upper-class English gentleman with a mix of empathy and longing.
-
D.
The Lady
The Lady is the mysterious, sharpshooting female gunslinger who enters a deadly quick-draw tournament to confront her past in the Western film "The Quick and the Dead."
-
E.
Duchess of Mortemart
The Duchess of Mortemart was a French noble title associated with the influential Mortemart family, notably linked to figures at the court of Louis XIV.
- 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: Milady Triple: [Cengage Learning, brand, Milady]
Generated description
Milady is a leading educational publisher specializing in cosmetology and beauty industry textbooks and training materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milady Target entity description: Milady is a leading educational publisher specializing in cosmetology and beauty industry textbooks and training materials.
-
A.
Milady de Winter
Milady de Winter is a cunning and dangerous spy and antagonist in Alexandre Dumas' novel "The Three Musketeers," known for her beauty, deceit, and ruthless ambition.
-
B.
Milady’s Boudoir
Milady’s Boudoir is a fictional women’s magazine in P. G. Wodehouse’s Jeeves and Wooster stories, known for being run with energetic chaos by Bertie Wooster’s formidable Aunt Dahlia.
-
C.
Milord
"Milord" is a famous 1959 French chanson performed by Édith Piaf, telling the story of a lower-class woman addressing an upper-class English gentleman with a mix of empathy and longing.
-
D.
The Lady
The Lady is the mysterious, sharpshooting female gunslinger who enters a deadly quick-draw tournament to confront her past in the Western film "The Quick and the Dead."
-
E.
Duchess of Mortemart
The Duchess of Mortemart was a French noble title associated with the influential Mortemart family, notably linked to figures at the court of Louis XIV.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b260000819088d744ea8dc53cd2 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89c037d188190ace1c5e80a43aba0 |
completed | March 29, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c698f2c8190b5d2717835bd1d82 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 4 p.m.