Triple
T2423044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neilia Hunter Biden |
E53461
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Penn Hall
Penn Hall is an educational institution historically known as a women's college in Pennsylvania.
|
E265156
|
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: Penn Hall | Statement: [Neilia Hunter Biden, educatedAt, Penn Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Hall Context triple: [Neilia Hunter Biden, educatedAt, Penn Hall]
-
A.
University Park, Maryland
University Park, Maryland is a small, primarily residential town in Prince George’s County known for its tree-lined streets, historic homes, and proximity to the University of Maryland and Washington, D.C.
-
B.
Bryn Mawr, Pennsylvania
Bryn Mawr, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential character and as the home of the historic women’s liberal arts institution Bryn Mawr College.
-
C.
Bryn Mawr
Bryn Mawr is a residential neighborhood in the city of Yonkers, New York, known for its suburban character and proximity to New York City.
-
D.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
E.
Swarthmore, Pennsylvania
Swarthmore, Pennsylvania is a small suburban borough in Delaware County best known as the home of the highly selective liberal arts institution Swarthmore College.
- 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: Penn Hall Triple: [Neilia Hunter Biden, educatedAt, Penn Hall]
Generated description
Penn Hall is an educational institution historically known as a women's college in Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penn Hall Target entity description: Penn Hall is an educational institution historically known as a women's college in Pennsylvania.
-
A.
University Park, Maryland
University Park, Maryland is a small, primarily residential town in Prince George’s County known for its tree-lined streets, historic homes, and proximity to the University of Maryland and Washington, D.C.
-
B.
Bryn Mawr, Pennsylvania
Bryn Mawr, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential character and as the home of the historic women’s liberal arts institution Bryn Mawr College.
-
C.
Bryn Mawr
Bryn Mawr is a residential neighborhood in the city of Yonkers, New York, known for its suburban character and proximity to New York City.
-
D.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
E.
Swarthmore, Pennsylvania
Swarthmore, Pennsylvania is a small suburban borough in Delaware County best known as the home of the highly selective liberal arts institution Swarthmore College.
- 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_69ab495c44d48190b7235b23719bc3f6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc972934481909e05bd6f31162f9d |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf5b1bb8819095920d702c180d3f |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec338adf481908492b99d6e949bf8 |
completed | March 9, 2026, 12:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec3d410048190b908e883442b4ac2 |
completed | March 9, 2026, 12:57 p.m. |
Created at: March 6, 2026, 9:42 p.m.