Triple
T18799373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | xarray |
E459722
|
entity |
| Predicate | supportsDataStructure |
P32204
|
FINISHED |
| Object |
DataArray
DataArray is xarray’s core N-dimensional labeled array data structure that combines values with named dimensions, coordinates, and metadata for easier analysis and manipulation of multi-dimensional data.
|
E1342437
|
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: DataArray | Statement: [xarray, supportsDataStructure, DataArray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DataArray Context triple: [xarray, supportsDataStructure, DataArray]
-
A.
DataView
DataView is a low-level JavaScript interface that provides flexible, byte-level read and write access to the contents of an ArrayBuffer, supporting multiple numeric types and endianness.
-
B.
DataView
DataView is ML.NET’s core, schema-aware tabular data abstraction used to efficiently represent and process datasets for machine learning pipelines.
-
C.
DataSet API
DataSet API is Apache Flink’s now-legacy batch processing API for defining and executing scalable, distributed data transformations.
-
D.
Ray Data
Ray Data is a distributed data processing and loading library in the Ray ecosystem designed to handle large-scale datasets for machine learning and AI workloads.
-
E.
Dati
Dati is a surname most notably associated with Rachida Dati, a prominent French politician and former Minister of Justice.
- 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: DataArray Triple: [xarray, supportsDataStructure, DataArray]
Generated description
DataArray is xarray’s core N-dimensional labeled array data structure that combines values with named dimensions, coordinates, and metadata for easier analysis and manipulation of multi-dimensional data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DataArray Target entity description: DataArray is xarray’s core N-dimensional labeled array data structure that combines values with named dimensions, coordinates, and metadata for easier analysis and manipulation of multi-dimensional data.
-
A.
DataView
DataView is a low-level JavaScript interface that provides flexible, byte-level read and write access to the contents of an ArrayBuffer, supporting multiple numeric types and endianness.
-
B.
DataView
DataView is ML.NET’s core, schema-aware tabular data abstraction used to efficiently represent and process datasets for machine learning pipelines.
-
C.
DataSet API
DataSet API is Apache Flink’s now-legacy batch processing API for defining and executing scalable, distributed data transformations.
-
D.
Ray Data
Ray Data is a distributed data processing and loading library in the Ray ecosystem designed to handle large-scale datasets for machine learning and AI workloads.
-
E.
Dati
Dati is a surname most notably associated with Rachida Dati, a prominent French politician and former Minister of Justice.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a02273b481909bc250144a0ace32 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a054723def4819097961a04087a54a3 |
completed | May 14, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a0549358ba081909eb649898d1b3a8a |
completed | May 14, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0549c825f481909d2da63688b36186 |
completed | May 14, 2026, 4:04 a.m. |
Created at: April 10, 2026, 11:53 a.m.