Triple
T7047114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lynn Harold Loomis |
E163664
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Shlomo Sternberg
Shlomo Sternberg is an American mathematician known for his influential work in differential geometry, Lie groups, and mathematical physics, as well as for several widely used advanced mathematics textbooks.
|
E639090
|
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: Shlomo Sternberg | Statement: [Lynn Harold Loomis, notableStudent, Shlomo Sternberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shlomo Sternberg Context triple: [Lynn Harold Loomis, notableStudent, Shlomo Sternberg]
-
A.
René Leibowitz
René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
-
B.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
C.
Hillel Steiner
Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic tradition.
-
D.
Sandro Stern
Sandro Stern is a screenwriter best known for his work on the horror film "The Amityville Horror."
-
E.
Mendel Rosenblum
Mendel Rosenblum is a computer scientist and Stanford professor best known as a co-founder and chief architect of VMware and a pioneer in virtualization technology.
- 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: Shlomo Sternberg Triple: [Lynn Harold Loomis, notableStudent, Shlomo Sternberg]
Generated description
Shlomo Sternberg is an American mathematician known for his influential work in differential geometry, Lie groups, and mathematical physics, as well as for several widely used advanced mathematics textbooks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shlomo Sternberg Target entity description: Shlomo Sternberg is an American mathematician known for his influential work in differential geometry, Lie groups, and mathematical physics, as well as for several widely used advanced mathematics textbooks.
-
A.
René Leibowitz
René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
-
B.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
C.
Hillel Steiner
Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic tradition.
-
D.
Sandro Stern
Sandro Stern is a screenwriter best known for his work on the horror film "The Amityville Horror."
-
E.
Mendel Rosenblum
Mendel Rosenblum is a computer scientist and Stanford professor best known as a co-founder and chief architect of VMware and a pioneer in virtualization technology.
- 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_69c6885f598c8190b6b6495c59d8d962 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e23a72f481909ce77ef73b06ea95 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7887e6e50819088c23c9b45861a54 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c78a822ab0819097e2b40d4b9e044f |
completed | March 28, 2026, 8 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78b33f5308190a3f234a2c0bd8b9c |
completed | March 28, 2026, 8:03 a.m. |
Created at: March 27, 2026, 2:37 p.m.