Triple
T15960150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Friendly |
E387035
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Nichols College
Nichols College is a private business-focused college in Dudley, Massachusetts, known for its undergraduate and graduate programs in business and professional studies.
|
E1200751
|
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: Nichols College | Statement: [Fred Friendly, educatedAt, Nichols College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nichols College Context triple: [Fred Friendly, educatedAt, Nichols College]
-
A.
New England College
New England College is a private liberal arts institution in Henniker, New Hampshire, known for its small-campus setting and focus on experiential learning.
-
B.
Fergusson College
Fergusson College is a historic and prestigious liberal arts and science institution in Pune, India, known for its academic excellence and influential alumni.
-
C.
Hampshire College
Hampshire College is an experimental liberal arts college in Amherst, Massachusetts, known for its student-designed curricula, narrative evaluations, and membership in the Five College Consortium.
-
D.
Endicott College
Endicott College is a private liberal arts college known for its coastal campus and strong emphasis on internships and experiential learning.
-
E.
Milligan College
Milligan College is a private Christian liberal arts college in Tennessee known for its strong emphasis on faith-based education and service.
- 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: Nichols College Triple: [Fred Friendly, educatedAt, Nichols College]
Generated description
Nichols College is a private business-focused college in Dudley, Massachusetts, known for its undergraduate and graduate programs in business and professional studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nichols College Target entity description: Nichols College is a private business-focused college in Dudley, Massachusetts, known for its undergraduate and graduate programs in business and professional studies.
-
A.
New England College
New England College is a private liberal arts institution in Henniker, New Hampshire, known for its small-campus setting and focus on experiential learning.
-
B.
Fergusson College
Fergusson College is a historic and prestigious liberal arts and science institution in Pune, India, known for its academic excellence and influential alumni.
-
C.
Hampshire College
Hampshire College is an experimental liberal arts college in Amherst, Massachusetts, known for its student-designed curricula, narrative evaluations, and membership in the Five College Consortium.
-
D.
Endicott College
Endicott College is a private liberal arts college known for its coastal campus and strong emphasis on internships and experiential learning.
-
E.
Milligan College
Milligan College is a private Christian liberal arts college in Tennessee known for its strong emphasis on faith-based education and service.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156fe82d081908b5d41bc5a709de2 |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00077a54c88190ab94a558bfaecf2f |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a0009f631e08190aae358edc9ffad6b |
completed | May 10, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000a6de0488190ac72fb9eee9ec531 |
completed | May 10, 2026, 4:32 a.m. |
Created at: April 10, 2026, 4:53 a.m.