Triple
T545262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langston Hughes |
E12717
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Lincoln University (Pennsylvania) |
E83998
|
NE FINISHED |
How this triple was built (2 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: Lincoln University (Pennsylvania) | Statement: [Langston Hughes, education, Lincoln University (Pennsylvania)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lincoln University (Pennsylvania) Context triple: [Langston Hughes, education, Lincoln University (Pennsylvania)]
-
A.
Lincoln University (Pennsylvania)
chosen
Lincoln University (Pennsylvania) is a historically Black public university and one of the United States’ oldest HBCUs, known for educating prominent African American leaders and professionals.
-
B.
Swarthmore College
Swarthmore College is a highly selective private liberal arts college in Swarthmore, Pennsylvania, known for its rigorous academics, Quaker heritage, and strong emphasis on social responsibility.
-
C.
Gettysburg College
Gettysburg College is a private liberal arts college known for its historic campus near the Gettysburg Civil War battlefield and its strong undergraduate programs.
-
D.
Haverford College
Haverford College is a small, highly selective liberal arts college in Haverford, Pennsylvania, known for its rigorous academics and historic Quaker heritage.
-
E.
Bryn Mawr College
Bryn Mawr College is a private liberal arts women’s college in Bryn Mawr, Pennsylvania, known for its rigorous academics and membership in the Seven Sisters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dfec5c81908b76d723b30dc2f0 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1185da8c8190a70f4fd885bbe209 |
completed | March 7, 2026, 11:52 a.m. |
Created at: March 1, 2026, 7:32 p.m.