Triple
T11654805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Dev Tools for Teaching |
E276989
|
entity |
| Predicate | formerlyKnownAs |
P65
|
FINISHED |
| Object |
DreamSpark
DreamSpark was a Microsoft program that provided students with free access to professional-level developer and design tools, later rebranded as Azure Dev Tools for Teaching.
|
E937609
|
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: DreamSpark | Statement: [Azure Dev Tools for Teaching, formerlyKnownAs, DreamSpark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DreamSpark Context triple: [Azure Dev Tools for Teaching, formerlyKnownAs, DreamSpark]
-
A.
Dreamlab
Dreamlab is a music production and songwriting duo known for crafting polished pop tracks for major artists.
-
B.
The Spark
The Spark is a section within Chinua Achebe’s novel "Things Fall Apart" that marks a pivotal turning point in the story’s conflict and the protagonist’s fate.
-
C.
The Spark
"The Spark" is a popular electronic dance music track by Dutch DJ and producer Afrojack, known for its uplifting melody and energetic festival sound.
-
D.
The Spark
The Spark is a term commonly used to denote the initial inspiration, catalyst, or driving force that ignites creativity, change, or revolutionary action.
-
E.
BrainCraft
BrainCraft is an educational web series that explores psychology, neuroscience, and human behavior through engaging, science-based videos.
- 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: DreamSpark Triple: [Azure Dev Tools for Teaching, formerlyKnownAs, DreamSpark]
Generated description
DreamSpark was a Microsoft program that provided students with free access to professional-level developer and design tools, later rebranded as Azure Dev Tools for Teaching.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DreamSpark Target entity description: DreamSpark was a Microsoft program that provided students with free access to professional-level developer and design tools, later rebranded as Azure Dev Tools for Teaching.
-
A.
Dreamlab
Dreamlab is a music production and songwriting duo known for crafting polished pop tracks for major artists.
-
B.
The Spark
The Spark is a section within Chinua Achebe’s novel "Things Fall Apart" that marks a pivotal turning point in the story’s conflict and the protagonist’s fate.
-
C.
The Spark
"The Spark" is a popular electronic dance music track by Dutch DJ and producer Afrojack, known for its uplifting melody and energetic festival sound.
-
D.
The Spark
The Spark is a term commonly used to denote the initial inspiration, catalyst, or driving force that ignites creativity, change, or revolutionary action.
-
E.
BrainCraft
BrainCraft is an educational web series that explores psychology, neuroscience, and human behavior through engaging, science-based videos.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a3cee010819089cffdbefe5a6efb |
completed | April 10, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee88166900819095063f045be44bed |
completed | April 26, 2026, 9:48 p.m. |
| NEDg | Description generation | batch_69eeb315ebc48190a0f6ff0dc8afd462 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd954b348190bf2f3ad66acbf1b7 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.