Triple
T7706483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern New Hampshire University |
E174631
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Gertrude Shapiro
Gertrude Shapiro is recognized as the founder of Southern New Hampshire University, a private institution known for its extensive online and on-campus degree programs.
|
E687377
|
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: Gertrude Shapiro | Statement: [Southern New Hampshire University, foundedBy, Gertrude Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gertrude Shapiro Context triple: [Southern New Hampshire University, foundedBy, Gertrude Shapiro]
-
A.
Gertrude Blugerman
Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
-
B.
Fannie Cohn
Fannie Cohn was a prominent labor organizer and leader in the American garment industry, known for her influential role in advancing workers’ rights through the International Ladies' Garment Workers' Union.
-
C.
Helene Shapiro
Helene Shapiro is an American mathematician known for her work in linear algebra and matrix theory, and as a student of Olga Taussky-Todd.
-
D.
Ruth Schiff
Ruth Schiff is a notable individual who shares the surname Schiff, recognized enough to be specifically cited as a bearer of the name.
-
E.
Lillian Roth
Lillian Roth was an American singer and stage and screen actress known for her early success in Hollywood musicals and her later public struggle with alcoholism and recovery.
- 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: Gertrude Shapiro Triple: [Southern New Hampshire University, foundedBy, Gertrude Shapiro]
Generated description
Gertrude Shapiro is recognized as the founder of Southern New Hampshire University, a private institution known for its extensive online and on-campus degree programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gertrude Shapiro Target entity description: Gertrude Shapiro is recognized as the founder of Southern New Hampshire University, a private institution known for its extensive online and on-campus degree programs.
-
A.
Gertrude Blugerman
Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
-
B.
Fannie Cohn
Fannie Cohn was a prominent labor organizer and leader in the American garment industry, known for her influential role in advancing workers’ rights through the International Ladies' Garment Workers' Union.
-
C.
Helene Shapiro
Helene Shapiro is an American mathematician known for her work in linear algebra and matrix theory, and as a student of Olga Taussky-Todd.
-
D.
Ruth Schiff
Ruth Schiff is a notable individual who shares the surname Schiff, recognized enough to be specifically cited as a bearer of the name.
-
E.
Lillian Roth
Lillian Roth was an American singer and stage and screen actress known for her early success in Hollywood musicals and her later public struggle with alcoholism and recovery.
- 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_69c6995b3e8c8190833108f883d5f53c |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702a93f288190a53bbe6620417528 |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7bca3208190b214e3ebb8fe8c0b |
completed | March 29, 2026, 6:33 a.m. |
| NEDg | Description generation | batch_69c8c8698a388190a47d6636fe5d2bb4 |
completed | March 29, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c8f3873481908ef6efb2e39272db |
completed | March 29, 2026, 6:38 a.m. |
Created at: March 27, 2026, 4:03 p.m.