Triple
T11003095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neural Architecture Search |
E260047
|
entity |
| Predicate | notableMethod |
P16102
|
FINISHED |
| Object |
DARTS
DARTS is a widely used differentiable neural architecture search method that optimizes network structures in a continuous space using gradient-based techniques.
|
E899016
|
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: DARTS | Statement: [Neural Architecture Search, notableMethod, DARTS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DARTS Context triple: [Neural Architecture Search, notableMethod, DARTS]
-
A.
Hearts & Darts
"Hearts & Darts" is a song by American rapper and producer Baby Keem, known for his melodic trap style and introspective lyrics.
-
B.
Bowling
Bowling is a village on the River Clyde in West Dunbartonshire, Scotland, known for its historic harbour and role as a transport hub at the western end of the Forth and Clyde Canal.
-
C.
Bowling
"Bowling" is a stylistically distinctive split-perspective episode of the sitcom *Malcolm in the Middle* that shows two alternate versions of the same night depending on whether Lois or Hal takes the boys to a bowling alley.
-
D.
H.O.R.S.E.
H.O.R.S.E. is a mixed poker format that rotates through several different poker variants, testing players’ versatility and all-around skill.
-
E.
Bullseye
"Bullseye" is a thriller novel in James Patterson and Michael Ledwidge's Michael Bennett series, following the NYPD detective as he races to stop an assassination plot against the U.S. president.
- 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: DARTS Triple: [Neural Architecture Search, notableMethod, DARTS]
Generated description
DARTS is a widely used differentiable neural architecture search method that optimizes network structures in a continuous space using gradient-based techniques.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DARTS Target entity description: DARTS is a widely used differentiable neural architecture search method that optimizes network structures in a continuous space using gradient-based techniques.
-
A.
Hearts & Darts
"Hearts & Darts" is a song by American rapper and producer Baby Keem, known for his melodic trap style and introspective lyrics.
-
B.
Bowling
Bowling is a village on the River Clyde in West Dunbartonshire, Scotland, known for its historic harbour and role as a transport hub at the western end of the Forth and Clyde Canal.
-
C.
Bowling
"Bowling" is a stylistically distinctive split-perspective episode of the sitcom *Malcolm in the Middle* that shows two alternate versions of the same night depending on whether Lois or Hal takes the boys to a bowling alley.
-
D.
H.O.R.S.E.
H.O.R.S.E. is a mixed poker format that rotates through several different poker variants, testing players’ versatility and all-around skill.
-
E.
Bullseye
"Bullseye" is a thriller novel in James Patterson and Michael Ledwidge's Michael Bennett series, following the NYPD detective as he races to stop an assassination plot against the U.S. president.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797546f448190946ee6442d657dc5 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e35570b0bc8190a939b0c8e3ce8105 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e359508a388190a16d48a17015e13e |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:25 p.m.