Triple
T1382310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | method of least squares |
E29364
|
entity |
| Predicate | historicalDeveloper |
P4595
|
FINISHED |
| Object | Carl Friedrich Gauss |
E4368
|
NE FINISHED |
How this triple was built (3 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: Carl Friedrich Gauss | Statement: [method of least squares, historicalDeveloper, Carl Friedrich Gauss]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carl Friedrich Gauss Context triple: [method of least squares, historicalDeveloper, Carl Friedrich Gauss]
-
A.
Carl Friedrich Gauss
chosen
Carl Friedrich Gauss was a German mathematician and physicist whose foundational contributions to number theory, geometry, statistics, and electromagnetism earned him the title "Prince of Mathematicians."
-
B.
Joseph Gauss
Joseph Gauss was a son of the renowned German mathematician and scientist Carl Friedrich Gauss.
-
C.
Wilhelm Gauss
Wilhelm Gauss was one of the sons of the renowned German mathematician and scientist Carl Friedrich Gauss.
-
D.
Eugene Gauss
Eugene Gauss was one of the sons of the renowned German mathematician Carl Friedrich Gauss.
-
E.
Peter Gustav Lejeune Dirichlet
Peter Gustav Lejeune Dirichlet was a 19th-century German mathematician renowned for his foundational contributions to number theory and analysis, including Dirichlet's theorem on arithmetic progressions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: historicalDeveloper Context triple: [method of least squares, historicalDeveloper, Carl Friedrich Gauss]
-
A.
coDeveloperOf
Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
-
B.
historicalFigure
Indicates that an entity is recognized as a notable person from the past who played a significant role in history.
-
C.
hasFounderOfDeveloper
Indicates that an entity has as its founder a specific developer who established or created it.
-
D.
pioneerOf
Indicates that an entity was among the first to develop, introduce, or significantly advance another entity, concept, or practice.
-
E.
historicallyFormulatedBy
chosen
Indicates that something (such as an idea, theory, or document) was originally developed, articulated, or formally established by a particular agent or group in the past.
- F. None of above.
Provenance (4 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_69a498d883a48190bfdca525296ef7ee |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c3361bf08190b3f6bbf82e17685b |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad232309c88190a4ba4f6de7b44035 |
completed | March 8, 2026, 7:20 a.m. |
| PD | Predicate disambiguation | batch_69a4befe343c81909f758440a531b5be |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:59 p.m.