Triple
T7666793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cengage Learning |
E173642
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
Delmar
Delmar is an educational publishing imprint of Cengage Learning known for its vocational, technical, and professional training materials.
|
E679184
|
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: Delmar | Statement: [Cengage Learning, brand, Delmar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Delmar Context triple: [Cengage Learning, brand, Delmar]
-
A.
Delmar, New York
Delmar, New York is a suburban hamlet in Albany County known for its residential neighborhoods, quality schools, and role as a primary community within the town of Bethlehem.
-
B.
Utica
Utica was an ancient Phoenician colony in North Africa that became one of the earliest and most important urban centers in the western Mediterranean.
-
C.
Dewey Point
Dewey Point is a scenic overlook on Yosemite National Park’s south rim, known for its expansive views of Yosemite Valley and iconic granite cliffs.
-
D.
Rochester
Rochester is a small borough in western Pennsylvania situated along the Ohio River in Beaver County.
-
E.
Rochester
Rochester is a rural town in northern Victoria, Australia, known for its agricultural community and location near the Campaspe River.
- 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: Delmar Triple: [Cengage Learning, brand, Delmar]
Generated description
Delmar is an educational publishing imprint of Cengage Learning known for its vocational, technical, and professional training materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Delmar Target entity description: Delmar is an educational publishing imprint of Cengage Learning known for its vocational, technical, and professional training materials.
-
A.
Delmar, New York
Delmar, New York is a suburban hamlet in Albany County known for its residential neighborhoods, quality schools, and role as a primary community within the town of Bethlehem.
-
B.
Utica
Utica was an ancient Phoenician colony in North Africa that became one of the earliest and most important urban centers in the western Mediterranean.
-
C.
Rochester
Rochester is a small borough in western Pennsylvania situated along the Ohio River in Beaver County.
-
D.
Rochester
Rochester is a rural town in northern Victoria, Australia, known for its agricultural community and location near the Campaspe River.
-
E.
Rochester
Rochester is a major city in western New York State known historically for its role in industry, photography, and social reform movements.
- 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.