Triple
T4246326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M.O. |
E95536
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Tyler Williams
Tyler Williams is a music producer known for his work under the moniker M.O.
|
E426747
|
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: Tyler Williams | Statement: [M.O., producer, Tyler Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tyler Williams Context triple: [M.O., producer, Tyler Williams]
-
A.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
B.
Jason Williams
Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
-
C.
Jonas Williams
Jonas Williams was a notable early settler or landowner after whom the village of Williamsville, New York, was named.
-
D.
Cody Williams
Cody Williams is the son of the late comedian and actor Robin Williams, known for largely maintaining a private life outside of his father's public legacy.
-
E.
Tyrell Wellick
Tyrell Wellick is a high-ranking, ambitious executive at E Corp who becomes deeply entangled in Elliot Alderson’s hacking schemes and psychological conflicts in the TV series "Mr. Robot."
- 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: Tyler Williams Triple: [M.O., producer, Tyler Williams]
Generated description
Tyler Williams is a music producer known for his work under the moniker M.O.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tyler Williams Target entity description: Tyler Williams is a music producer known for his work under the moniker M.O.
-
A.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
B.
Jason Williams
Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
-
C.
Jonas Williams
Jonas Williams was a notable early settler or landowner after whom the village of Williamsville, New York, was named.
-
D.
Cody Williams
Cody Williams is the son of the late comedian and actor Robin Williams, known for largely maintaining a private life outside of his father's public legacy.
-
E.
Tyrell Wellick
Tyrell Wellick is a high-ranking, ambitious executive at E Corp who becomes deeply entangled in Elliot Alderson’s hacking schemes and psychological conflicts in the TV series "Mr. Robot."
- 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e9b64ac81908dc44eaae6829b50 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b77ce4d48190ba24e3ef8c9ceb8d |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5bb7b11e08190abe931711bc7811d |
completed | March 14, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5bbda0cec819092b4f6dd0c8257c3 |
completed | March 14, 2026, 7:49 p.m. |
Created at: March 12, 2026, 11:05 p.m.