Triple
T2792886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Screen |
E61968
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Oliver Laumann
Oliver Laumann is a software developer best known for creating the terminal multiplexer GNU Screen.
|
E299209
|
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: Oliver Laumann | Statement: [GNU Screen, developer, Oliver Laumann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oliver Laumann Context triple: [GNU Screen, developer, Oliver Laumann]
-
A.
Martin Daly
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
-
B.
Geoffrey Hellman
Geoffrey Hellman is an American philosopher known for his work in the philosophy of mathematics and modal structuralism.
-
C.
James L. Lumley
James L. Lumley was a prominent American mechanical engineer and fluid dynamicist known for influential research in turbulence and contributions to the theoretical foundations of fluid mechanics.
-
D.
Philip Brenner
Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
-
E.
Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
- 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: Oliver Laumann Triple: [GNU Screen, developer, Oliver Laumann]
Generated description
Oliver Laumann is a software developer best known for creating the terminal multiplexer GNU Screen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oliver Laumann Target entity description: Oliver Laumann is a software developer best known for creating the terminal multiplexer GNU Screen.
-
A.
Martin Daly
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
-
B.
Geoffrey Hellman
Geoffrey Hellman is an American philosopher known for his work in the philosophy of mathematics and modal structuralism.
-
C.
James L. Lumley
James L. Lumley was a prominent American mechanical engineer and fluid dynamicist known for influential research in turbulence and contributions to the theoretical foundations of fluid mechanics.
-
D.
Philip Brenner
Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
-
E.
Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
- 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_69ab4b7f51d881908768300ebd2fbdae |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abddd107ac81908eb1a6946834eee3 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc65ebe788190859012e930918b05 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6c6c620819098b76db174a6f98e |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc72b2e3c8190aad78ac8924f07af |
completed | March 10, 2026, 7:24 a.m. |
Created at: March 6, 2026, 9:58 p.m.