Triple
T749903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Pennsylvania |
E15422
|
entity |
| Predicate | hasNotableFaculty |
P141
|
FINISHED |
| Object |
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
|
E89023
|
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: Martin Seligman | Statement: [University of Pennsylvania, hasNotableFaculty, Martin Seligman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Seligman Context triple: [University of Pennsylvania, hasNotableFaculty, Martin Seligman]
-
A.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
B.
Maurice Milgram
Maurice Milgram was a French computer scientist and academic known for his contributions to pattern recognition and for supervising Yann LeCun’s doctoral research.
-
C.
Urie McCleary
Urie McCleary was an American art director and production designer known for his work on numerous Hollywood films in the mid-20th century.
-
D.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
E.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
- 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: Martin Seligman Triple: [University of Pennsylvania, hasNotableFaculty, Martin Seligman]
Generated description
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Seligman Target entity description: Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
A.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
B.
Maurice Milgram
Maurice Milgram was a French computer scientist and academic known for his contributions to pattern recognition and for supervising Yann LeCun’s doctoral research.
-
C.
Urie McCleary
Urie McCleary was an American art director and production designer known for his work on numerous Hollywood films in the mid-20th century.
-
D.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
E.
Eleanor Jess Atwood Gibson
Eleanor Jess Atwood Gibson is the daughter of Canadian author Margaret Atwood and her partner, novelist Graeme Gibson.
- 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a6304e0c8190827fb57c5cac2da9 |
completed | March 1, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654e8d80481908505896fb6ead36b |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a655c79044819098e36081b754c9be |
completed | March 3, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65638cd5881908b421d9d8a90291b |
completed | March 3, 2026, 3:32 a.m. |
Created at: March 1, 2026, 7:37 p.m.