Triple
T7436945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A.I. Artificial Intelligence |
E171638
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Professor Hobby
Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
|
E662674
|
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: Professor Hobby | Statement: [A.I. Artificial Intelligence, character, Professor Hobby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Professor Hobby Context triple: [A.I. Artificial Intelligence, character, Professor Hobby]
-
A.
Professor Griff
Professor Griff is an American rapper, spoken word artist, and activist best known as a founding member and Minister of Information of the politically charged hip hop group Public Enemy.
-
B.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
-
C.
The Professor
The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
-
D.
The Professor
The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
-
E.
Professor Burris
Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
- 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: Professor Hobby Triple: [A.I. Artificial Intelligence, character, Professor Hobby]
Generated description
Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Professor Hobby Target entity description: Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
-
A.
Professor Griff
Professor Griff is an American rapper, spoken word artist, and activist best known as a founding member and Minister of Information of the politically charged hip hop group Public Enemy.
-
B.
Professor Unrat
Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
-
C.
The Professor
The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
-
D.
The Professor
The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
-
E.
Professor Burris
Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
- 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_69c68a64228c8190affaec2a8127ce7b |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f349399c8190b46d5882ece2e73a |
completed | March 27, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f23afb48190ae57fb952b2721c3 |
completed | March 28, 2026, 6:34 p.m. |
| NEDg | Description generation | batch_69c81fb9d2e48190905a26a0b6377665 |
completed | March 28, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82010d5048190a6182d41e4979012 |
completed | March 28, 2026, 6:38 p.m. |
Created at: March 27, 2026, 3:13 p.m.