Triple
T18205162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wav2Vec2 |
E435883
|
entity |
| Predicate | paperAuthors |
P2002
|
FINISHED |
| Object |
Henry Zhou
Henry Zhou is a researcher in machine learning and speech processing, known for co-authoring work on the Wav2Vec2 self-supervised speech representation model.
|
E1312475
|
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: Henry Zhou | Statement: [Wav2Vec2, paperAuthors, Henry Zhou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henry Zhou Context triple: [Wav2Vec2, paperAuthors, Henry Zhou]
-
A.
James Zhou
James Zhou is a Chinese businessman best known as the owner and chairman of French football club AJ Auxerre.
-
B.
Daniel Zhang
Daniel Zhang is a Chinese business executive best known for leading Alibaba Group through a major period of global expansion and for creating the Singles’ Day shopping festival.
-
C.
Aurick Zhou
Aurick Zhou is a researcher in reinforcement learning known for co-authoring the Soft Actor-Critic (SAC) algorithm, a prominent off-policy deep RL method.
-
D.
Andrew Hsia
Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
-
E.
Kelvin Yu
Kelvin Yu is an American actor, writer, and producer best known for developing and showrunning the television adaptation of the graphic novel "American Born Chinese."
- 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: Henry Zhou Triple: [Wav2Vec2, paperAuthors, Henry Zhou]
Generated description
Henry Zhou is a researcher in machine learning and speech processing, known for co-authoring work on the Wav2Vec2 self-supervised speech representation model.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Henry Zhou Target entity description: Henry Zhou is a researcher in machine learning and speech processing, known for co-authoring work on the Wav2Vec2 self-supervised speech representation model.
-
A.
James Zhou
James Zhou is a Chinese businessman best known as the owner and chairman of French football club AJ Auxerre.
-
B.
Daniel Zhang
Daniel Zhang is a Chinese business executive best known for leading Alibaba Group through a major period of global expansion and for creating the Singles’ Day shopping festival.
-
C.
Aurick Zhou
Aurick Zhou is a researcher in reinforcement learning known for co-authoring the Soft Actor-Critic (SAC) algorithm, a prominent off-policy deep RL method.
-
D.
Andrew Hsia
Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
-
E.
Kelvin Yu
Kelvin Yu is an American actor, writer, and producer best known for developing and showrunning the television adaptation of the graphic novel "American Born Chinese."
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.