Triple
T17693758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Actor-Critic using Kronecker-Factored Trust Region |
E441103
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Elman Mansimov
Elman Mansimov is a machine learning researcher known for his contributions to deep reinforcement learning, including the development of the Actor-Critic using Kronecker-Factored Trust Region (ACKTR) algorithm.
|
E1282273
|
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: Elman Mansimov | Statement: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Elman Mansimov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elman Mansimov Context triple: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Elman Mansimov]
-
A.
Abdul-Halim Sadulayev
Abdul-Halim Sadulayev was a Chechen Islamist leader who briefly served as president of the unrecognized Chechen Republic of Ichkeria during the Second Chechen War.
-
B.
Faizullah Khojaev
Faizullah Khojaev was an Uzbek Soviet politician and former leader of the Bukharan People's Soviet Republic who became a prominent victim of Stalin's Great Purge.
-
C.
Mintimer Shaimiev
Mintimer Shaimiev is a Russian Tatar statesman who served as the first President of the Republic of Tatarstan and played a key role in negotiating its autonomous status within the Russian Federation.
-
D.
Murtuza Mukhtarov
Murtuza Mukhtarov was a prominent Azerbaijani oil baron and philanthropist of the late 19th and early 20th centuries, known for his significant contributions to Baku’s architectural and cultural heritage.
-
E.
Elchin Babayev
Elchin Babayev is an Azerbaijani academic and administrator who serves as the rector of Baku State University.
- 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: Elman Mansimov Triple: [Actor-Critic using Kronecker-Factored Trust Region, introducedBy, Elman Mansimov]
Generated description
Elman Mansimov is a machine learning researcher known for his contributions to deep reinforcement learning, including the development of the Actor-Critic using Kronecker-Factored Trust Region (ACKTR) algorithm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elman Mansimov Target entity description: Elman Mansimov is a machine learning researcher known for his contributions to deep reinforcement learning, including the development of the Actor-Critic using Kronecker-Factored Trust Region (ACKTR) algorithm.
-
A.
Abdul-Halim Sadulayev
Abdul-Halim Sadulayev was a Chechen Islamist leader who briefly served as president of the unrecognized Chechen Republic of Ichkeria during the Second Chechen War.
-
B.
Faizullah Khojaev
Faizullah Khojaev was an Uzbek Soviet politician and former leader of the Bukharan People's Soviet Republic who became a prominent victim of Stalin's Great Purge.
-
C.
Mintimer Shaimiev
Mintimer Shaimiev is a Russian Tatar statesman who served as the first President of the Republic of Tatarstan and played a key role in negotiating its autonomous status within the Russian Federation.
-
D.
Murtuza Mukhtarov
Murtuza Mukhtarov was a prominent Azerbaijani oil baron and philanthropist of the late 19th and early 20th centuries, known for his significant contributions to Baku’s architectural and cultural heritage.
-
E.
Elchin Babayev
Elchin Babayev is an Azerbaijani academic and administrator who serves as the rector of Baku State University.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4715485d88190b9b6f347ff85d7c7 |
completed | April 19, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0223347be881908f3c227ca7240e61 |
completed | May 11, 2026, 6:43 p.m. |
| NEDg | Description generation | batch_6a0225e434288190b4d2e64c638618ad |
completed | May 11, 2026, 6:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0226bb01d881909d8bf1a0291ff14e |
completed | May 11, 2026, 6:58 p.m. |
Created at: April 10, 2026, 10:04 a.m.