Triple
T18016237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DenseNet |
E431004
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Gao Huang |
—
|
NE NERFINISHED |
How this triple was built (3 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: Gao Huang | Statement: [DenseNet, hasAuthor, Gao Huang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gao Huang Context triple: [DenseNet, hasAuthor, Gao Huang]
-
A.
Gao Yin
Gao Yin was an emperor of the Northern Qi dynasty in ancient China, known for his brief and turbulent reign amid intense court intrigue and power struggles.
-
B.
Haad Yuan
Haad Yuan is a small, secluded beach on Thailand’s Ko Pha Ngan island, known for its tranquil atmosphere, clear waters, and relaxed, off-the-beaten-path vibe.
-
C.
Gao Cheng
Gao Cheng was a powerful 6th-century Chinese statesman and military leader who effectively controlled the Eastern Wei dynasty as its dominant regent.
-
D.
Rongguang
Rongguang is a Chinese given name notably borne by martial artist and actor Yu Rongguang.
-
E.
Hòu Liáng
Hòu Liáng refers to the Later Liang dynasty, a short-lived Chinese regime during the Five Dynasties and Ten Kingdoms period that ruled parts of northern China in the late ninth and early tenth centuries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gao Huang Target entity description: Gao Huang is a computer scientist and researcher in deep learning, best known for co-developing the DenseNet convolutional neural network architecture.
-
A.
Gao Yin
Gao Yin was an emperor of the Northern Qi dynasty in ancient China, known for his brief and turbulent reign amid intense court intrigue and power struggles.
-
B.
Haad Yuan
Haad Yuan is a small, secluded beach on Thailand’s Ko Pha Ngan island, known for its tranquil atmosphere, clear waters, and relaxed, off-the-beaten-path vibe.
-
C.
Gao Cheng
Gao Cheng was a powerful 6th-century Chinese statesman and military leader who effectively controlled the Eastern Wei dynasty as its dominant regent.
-
D.
Rongguang
Rongguang is a Chinese given name notably borne by martial artist and actor Yu Rongguang.
-
E.
Hòu Liáng
Hòu Liáng refers to the Later Liang dynasty, a short-lived Chinese regime during the Five Dynasties and Ten Kingdoms period that ruled parts of northern China in the late ninth and early tenth centuries.
- F. None of above. chosen
Provenance (2 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
Created at: April 10, 2026, 10:24 a.m.