Triple
T20365144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penn Hills High School |
E496887
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Ron Graham
Ron Graham was an influential American mathematician renowned for his work in combinatorics, number theory, and discrete mathematics, as well as for popularizing mathematics through his collaborations with other prominent mathematicians.
|
E1426327
|
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: Ron Graham | Statement: [Penn Hills High School, hasAlumnus, Ron Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Graham Context triple: [Penn Hills High School, hasAlumnus, Ron Graham]
-
A.
Fred Graham
Fred Graham was an American actor and stuntman known for his work in numerous Westerns and action films during the mid-20th century.
-
B.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
C.
Dennis Graham
Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
-
D.
Patrick Graham
Patrick Graham was a 15th-century Scottish churchman who became the first Archbishop of St Andrews and played a key role in elevating the Scottish Church’s independence from English ecclesiastical authority.
-
E.
J. Graham Brown
J. Graham Brown was a prominent Louisville, Kentucky businessman and philanthropist best known for developing the Brown Hotel and contributing significantly to the city's civic and cultural life.
- 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: Ron Graham Triple: [Penn Hills High School, hasAlumnus, Ron Graham]
Generated description
Ron Graham was an influential American mathematician renowned for his work in combinatorics, number theory, and discrete mathematics, as well as for popularizing mathematics through his collaborations with other prominent mathematicians.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ron Graham Target entity description: Ron Graham was an influential American mathematician renowned for his work in combinatorics, number theory, and discrete mathematics, as well as for popularizing mathematics through his collaborations with other prominent mathematicians.
-
A.
Fred Graham
Fred Graham was an American actor and stuntman known for his work in numerous Westerns and action films during the mid-20th century.
-
B.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
C.
Dennis Graham
Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
-
D.
Patrick Graham
Patrick Graham was a 15th-century Scottish churchman who became the first Archbishop of St Andrews and played a key role in elevating the Scottish Church’s independence from English ecclesiastical authority.
-
E.
J. Graham Brown
J. Graham Brown was a prominent Louisville, Kentucky businessman and philanthropist best known for developing the Brown Hotel and contributing significantly to the city's civic and cultural life.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67870f4448190ab63cbe03542de21 |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087089e0408190be8394376cdec110 |
completed | May 16, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_6a087129ce3c8190a67ac34ec697ad31 |
completed | May 16, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0871e3573c81908216b5e508374081 |
completed | May 16, 2026, 1:32 p.m. |
Created at: April 16, 2026, 11:26 a.m.