Triple
T9809415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Chambers |
E238229
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Michael Ernst
Michael Ernst is a computer scientist known for his work in software engineering and programming languages, including research on type systems and software reliability.
|
E822877
|
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: Michael Ernst | Statement: [Craig Chambers, notableStudent, Michael Ernst]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Ernst Context triple: [Craig Chambers, notableStudent, Michael Ernst]
-
A.
Michael Richter
Michael Richter is a relatively common personal name shared by multiple individuals across fields such as sports, academia, and the arts.
-
B.
Art Weingartner
Art Weingartner is a paranoid, nosy suburban neighbor and comic sidekick in the dark comedy film "The 'Burbs."
-
C.
Paul Vischer
Paul Vischer was a member of the notable Vischer family of German sculptors active during the Renaissance period.
-
D.
Jeff Bleckner
Jeff Bleckner is an American television and film director known for his work on acclaimed TV movies and series, including the Emmy-winning "Serving in Silence: The Margarethe Cammermeyer Story."
-
E.
Neo Rauch
Neo Rauch is a German painter renowned for his large-scale, enigmatic figurative works that blend Socialist Realist aesthetics with surreal, dreamlike narratives.
- 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: Michael Ernst Triple: [Craig Chambers, notableStudent, Michael Ernst]
Generated description
Michael Ernst is a computer scientist known for his work in software engineering and programming languages, including research on type systems and software reliability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Ernst Target entity description: Michael Ernst is a computer scientist known for his work in software engineering and programming languages, including research on type systems and software reliability.
-
A.
Michael Richter
Michael Richter is a relatively common personal name shared by multiple individuals across fields such as sports, academia, and the arts.
-
B.
Art Weingartner
Art Weingartner is a paranoid, nosy suburban neighbor and comic sidekick in the dark comedy film "The 'Burbs."
-
C.
Paul Vischer
Paul Vischer was a member of the notable Vischer family of German sculptors active during the Renaissance period.
-
D.
Jeff Bleckner
Jeff Bleckner is an American television and film director known for his work on acclaimed TV movies and series, including the Emmy-winning "Serving in Silence: The Margarethe Cammermeyer Story."
-
E.
Neo Rauch
Neo Rauch is a German painter renowned for his large-scale, enigmatic figurative works that blend Socialist Realist aesthetics with surreal, dreamlike narratives.
- 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb220310c8190a16ca0b746f0ef7a |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc5b4dd8819088c86946b4eb8a39 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd7f41448190b387109235dbc7f5 |
completed | April 5, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cdefca5c8190a673caca42aaa7d0 |
completed | April 5, 2026, 2:50 a.m. |
Created at: March 30, 2026, 8:29 p.m.