Triple
T13425245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Databricks |
E313462
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Matei Zaharia
Matei Zaharia is a computer scientist best known as the original creator of Apache Spark and a co-founder and chief technologist of Databricks.
|
E1038743
|
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: Matei Zaharia | Statement: [Databricks, foundedBy, Matei Zaharia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matei Zaharia Context triple: [Databricks, foundedBy, Matei Zaharia]
-
A.
Petre Dumitrescu
Petre Dumitrescu was a Romanian general during World War II, known for leading Romanian forces on the Eastern Front alongside Nazi Germany.
-
B.
Dumitru Erhan
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
C.
Sorin Grindeanu
Sorin Grindeanu is a Romanian politician who served as Prime Minister and is a prominent member of the Social Democratic Party.
-
D.
Nicolae Georgescu
Nicolae Georgescu, better known as Nicholas Georgescu-Roegen, was a Romanian-American mathematician, statistician, and economist renowned for founding the field of bioeconomics and introducing entropy concepts into economic theory.
-
E.
Dumitru Mazilu
Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
- 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: Matei Zaharia Triple: [Databricks, foundedBy, Matei Zaharia]
Generated description
Matei Zaharia is a computer scientist best known as the original creator of Apache Spark and a co-founder and chief technologist of Databricks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matei Zaharia Target entity description: Matei Zaharia is a computer scientist best known as the original creator of Apache Spark and a co-founder and chief technologist of Databricks.
-
A.
Petre Dumitrescu
Petre Dumitrescu was a Romanian general during World War II, known for leading Romanian forces on the Eastern Front alongside Nazi Germany.
-
B.
Dumitru Erhan
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
C.
Sorin Grindeanu
Sorin Grindeanu is a Romanian politician who served as Prime Minister and is a prominent member of the Social Democratic Party.
-
D.
Nicolae Georgescu
Nicolae Georgescu, better known as Nicholas Georgescu-Roegen, was a Romanian-American mathematician, statistician, and economist renowned for founding the field of bioeconomics and introducing entropy concepts into economic theory.
-
E.
Dumitru Mazilu
Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed066408190a416880affd8416e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7308673488190a64f4b205899605b |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 9:40 p.m.