Triple
T8278472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lev Vygotsky |
E193605
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Michael Cole
Michael Cole is an American psychologist and cultural-historical theorist known for his work on cross-cultural cognition and for extending Lev Vygotsky’s ideas into the field of cultural psychology.
|
E723160
|
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: Michael Cole | Statement: [Lev Vygotsky, influenced, Michael Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Cole Context triple: [Lev Vygotsky, influenced, Michael Cole]
-
A.
Michael Cole
Michael Cole is a longtime professional wrestling commentator best known as the lead play-by-play announcer for WWE.
-
B.
Jim Ross
Jim Ross is an American attorney, former police officer, and businessman who serves as the mayor of Arlington, Texas.
-
C.
Will Halloway
Will Halloway is a thoughtful and courageous young boy who confronts a sinister traveling carnival in Ray Bradbury’s dark fantasy novel "Something Wicked This Way Comes."
-
D.
Lance Storm
Lance Storm is a Canadian professional wrestler best known for his technically precise in-ring style and championship runs in ECW, WCW, and WWE.
-
E.
Rob Van Dam
Rob Van Dam is an American professional wrestler and former WWE and ECW star known for his high-flying style and innovative offensive moves.
- 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: Michael Cole Triple: [Lev Vygotsky, influenced, Michael Cole]
Generated description
Michael Cole is an American psychologist and cultural-historical theorist known for his work on cross-cultural cognition and for extending Lev Vygotsky’s ideas into the field of cultural psychology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Cole Target entity description: Michael Cole is an American psychologist and cultural-historical theorist known for his work on cross-cultural cognition and for extending Lev Vygotsky’s ideas into the field of cultural psychology.
-
A.
Michael Cole
Michael Cole is a longtime professional wrestling commentator best known as the lead play-by-play announcer for WWE.
-
B.
Jim Ross
Jim Ross is an American attorney, former police officer, and businessman who serves as the mayor of Arlington, Texas.
-
C.
Will Halloway
Will Halloway is a thoughtful and courageous young boy who confronts a sinister traveling carnival in Ray Bradbury’s dark fantasy novel "Something Wicked This Way Comes."
-
D.
Lance Storm
Lance Storm is a Canadian professional wrestler best known for his technically precise in-ring style and championship runs in ECW, WCW, and WWE.
-
E.
Rob Van Dam
Rob Van Dam is an American professional wrestler and former WWE and ECW star known for his high-flying style and innovative offensive moves.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ebb6b88190bc777b8bd72fcdbc |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6863c22c8190b888a23bb9005712 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d5441248190a9e32281dc8e8d62 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e20f71c8190959319c6683a2810 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.