Triple
T18704881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | StatisticsGen |
E457343
|
entity |
| Predicate | usesLibrary |
P4791
|
FINISHED |
| Object |
tfdv
tfdv (TensorFlow Data Validation) is a TensorFlow Extended (TFX) library for exploring, validating, and monitoring data used in machine learning pipelines.
|
E1338345
|
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: tfdv | Statement: [StatisticsGen, usesLibrary, tfdv]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: tfdv Context triple: [StatisticsGen, usesLibrary, tfdv]
-
A.
DVC
DVC is the official abbreviation for Disney Vacation Club, a vacation ownership program operated by Disney that offers members points-based stays at Disney resorts and affiliated properties.
-
B.
TF
TF is the abbreviation for the Faculty of Engineering at the University of Freiburg, a German institution focused on engineering and technology education and research.
-
C.
TF
TF is the vehicle registration code used for motor vehicles registered in the Spanish province of Santa Cruz de Tenerife in the Canary Islands.
-
D.
TF
TF is the French abbreviation for the Federal Supreme Court of Switzerland, the country’s highest judicial authority.
-
E.
FDT
"FDT" is a politically charged protest song by YG featuring Nipsey Hussle that criticizes Donald Trump and became an anthem of opposition during the 2016 U.S. presidential election.
- 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: tfdv Triple: [StatisticsGen, usesLibrary, tfdv]
Generated description
tfdv (TensorFlow Data Validation) is a TensorFlow Extended (TFX) library for exploring, validating, and monitoring data used in machine learning pipelines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: tfdv Target entity description: tfdv (TensorFlow Data Validation) is a TensorFlow Extended (TFX) library for exploring, validating, and monitoring data used in machine learning pipelines.
-
A.
DVC
DVC is the official abbreviation for Disney Vacation Club, a vacation ownership program operated by Disney that offers members points-based stays at Disney resorts and affiliated properties.
-
B.
TF
TF is the abbreviation for the Faculty of Engineering at the University of Freiburg, a German institution focused on engineering and technology education and research.
-
C.
TF
TF is the vehicle registration code used for motor vehicles registered in the Spanish province of Santa Cruz de Tenerife in the Canary Islands.
-
D.
TF
TF is the French abbreviation for the Federal Supreme Court of Switzerland, the country’s highest judicial authority.
-
E.
FDT
"FDT" is a politically charged protest song by YG featuring Nipsey Hussle that criticizes Donald Trump and became an anthem of opposition during the 2016 U.S. presidential election.
- 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_69d8d392aad081909fe31aa03e6e97d1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5671665bc8190b9b4a4ce4ec5b2eb |
completed | April 19, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b38ab548190b46ecda128e93c9b |
completed | May 14, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a052c9486908190a5cdb60f7cb65888 |
completed | May 14, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052cec9c788190a0c9396b35dd95c0 |
completed | May 14, 2026, 2:01 a.m. |
Created at: April 10, 2026, 11:49 a.m.