Triple
T23178219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Preservation |
E579070
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Dr. Yen Lo
Dr. Yen Lo is an experimental hip-hop producer known for his dark, atmospheric soundscapes and collaboration with rapper Ka.
|
E1573419
|
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: Dr. Yen Lo | Statement: [Preservation, associatedAct, Dr. Yen Lo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Yen Lo Context triple: [Preservation, associatedAct, Dr. Yen Lo]
-
A.
Dr. Wellington Yueh
Dr. Wellington Yueh is a conflicted Suk doctor in Frank Herbert's Dune whose tragic betrayal of House Atreides is driven by his love for his captive wife and his desire for revenge against Baron Harkonnen.
-
B.
Dr. Jing-Mei Chen
Dr. Jing-Mei Chen is a fictional physician and main character on the medical drama series "ER," known for her complex personal and professional storylines.
-
C.
Dr. Lui Cheng
Dr. Lui Cheng is a fictional character named in association with Morgan, likely appearing in a narrative work such as a film, television series, or novel.
-
D.
Dr. Yang
Dr. Yang is a character in the 1990 romantic comedy film "Alice," directed by Woody Allen.
-
E.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
- 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: Dr. Yen Lo Triple: [Preservation, associatedAct, Dr. Yen Lo]
Generated description
Dr. Yen Lo is an experimental hip-hop producer known for his dark, atmospheric soundscapes and collaboration with rapper Ka.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Yen Lo Target entity description: Dr. Yen Lo is an experimental hip-hop producer known for his dark, atmospheric soundscapes and collaboration with rapper Ka.
-
A.
Dr. Wellington Yueh
Dr. Wellington Yueh is a conflicted Suk doctor in Frank Herbert's Dune whose tragic betrayal of House Atreides is driven by his love for his captive wife and his desire for revenge against Baron Harkonnen.
-
B.
Dr. Jing-Mei Chen
Dr. Jing-Mei Chen is a fictional physician and main character on the medical drama series "ER," known for her complex personal and professional storylines.
-
C.
Dr. Lui Cheng
Dr. Lui Cheng is a fictional character named in association with Morgan, likely appearing in a narrative work such as a film, television series, or novel.
-
D.
Dr. Yang
Dr. Yang is a character in the 1990 romantic comedy film "Alice," directed by Woody Allen.
-
E.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
- 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_69e245fd2a388190b814c0dfa15f7148 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f6cbe5481909444479b7eac47f7 |
completed | April 29, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30ae47008190a097f1c10e717e4b |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c31c84f248190875e6939350b4f2b |
completed | May 19, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c331f08248190a6fa671734fca280 |
completed | May 19, 2026, 9:53 a.m. |
Created at: April 17, 2026, 4:04 p.m.