Triple
T1786612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fergie |
E39406
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
M.I.L.F. $
"M.I.L.F. $" is a 2016 pop-rap single by Fergie known for its provocative theme and celebrity-filled music video satirizing the sexualization of motherhood.
|
E198366
|
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: M.I.L.F. $ | Statement: [Fergie, notableWork, M.I.L.F. $]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M.I.L.F. $ Context triple: [Fergie, notableWork, M.I.L.F. $]
-
A.
Mo Money Mo Problems
"Mo Money Mo Problems" is a 1997 hip-hop single by The Notorious B.I.G. featuring Puff Daddy and Mase, known for its catchy Diana Ross sample and exploration of the complications that come with wealth and fame.
-
B.
Hello Ladies: The Movie
Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
-
C.
Trophy Wife
Trophy Wife is an American television sitcom that follows a former party girl adjusting to life as the third wife in a complicated blended family.
-
D.
Millionaire
"Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
-
E.
Bad Moms
Bad Moms is a 2016 American comedy film that follows an overworked mother who rebels against conventional parenting expectations, leading to wild misadventures with two fellow moms.
- 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: M.I.L.F. $ Triple: [Fergie, notableWork, M.I.L.F. $]
Generated description
"M.I.L.F. $" is a 2016 pop-rap single by Fergie known for its provocative theme and celebrity-filled music video satirizing the sexualization of motherhood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M.I.L.F. $ Target entity description: "M.I.L.F. $" is a 2016 pop-rap single by Fergie known for its provocative theme and celebrity-filled music video satirizing the sexualization of motherhood.
-
A.
Mo Money Mo Problems
"Mo Money Mo Problems" is a 1997 hip-hop single by The Notorious B.I.G. featuring Puff Daddy and Mase, known for its catchy Diana Ross sample and exploration of the complications that come with wealth and fame.
-
B.
Hello Ladies: The Movie
Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
-
C.
Trophy Wife
Trophy Wife is an American television sitcom that follows a former party girl adjusting to life as the third wife in a complicated blended family.
-
D.
Millionaire
"Millionaire" is a 2004 R&B/hip-hop single by American singer Kelis featuring André 3000, known for its laid-back groove and distinctive production.
-
E.
Bad Moms
Bad Moms is a 2016 American comedy film that follows an overworked mother who rebels against conventional parenting expectations, leading to wild misadventures with two fellow moms.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa650ea238819093a15df6f9d73e2d |
completed | March 6, 2026, 5:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada9a66da8819085867355c174adce |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adaab3b5008190ba5a07636fe3f2eb |
completed | March 8, 2026, 4:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaeb20390819098bad8951ec00d00 |
completed | March 8, 2026, 5:15 p.m. |
Created at: March 4, 2026, 7:32 p.m.