Triple
T7927344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trenches |
E184098
|
entity |
| Predicate | performerBirthName |
P27232
|
FINISHED |
| Object |
Monica Denise Arnold
Monica Denise Arnold, known professionally as Monica, is an American R&B singer, songwriter, and actress who rose to fame in the mid-1990s with hits like "Don't Take It Personal (Just One of Dem Days)" and "The Boy Is Mine."
|
E736879
|
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: Monica Denise Arnold | Statement: [Trenches, performerBirthName, Monica Denise Arnold]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monica Denise Arnold Context triple: [Trenches, performerBirthName, Monica Denise Arnold]
-
A.
Monica McWilliams
Monica McWilliams is a Northern Irish academic, human rights activist, and former politician known for her prominent role in the Northern Ireland peace process and advocacy for women's rights.
-
B.
Monica Denise Brown
Monica Denise Brown, known professionally as Monica, is an American R&B singer, songwriter, and actress who rose to fame in the mid-1990s with hits like "Don't Take It Personal (Just One of Dem Days)" and "The Boy Is Mine."
-
C.
Monica Jones
Monica Jones was a British academic and long-term companion of poet Philip Larkin, known for her significant influence on his personal life and work.
-
D.
Monica Calhoun
Monica Calhoun is an American actress known for her work in film and television, particularly in popular African-American ensemble dramas and comedies.
-
E.
Monica Devereux
Monica Devereux is an American actress and choreographer known for her work in films such as "Adventures in Babysitting" and "Home Alone."
- 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: Monica Denise Arnold Triple: [Trenches, performerBirthName, Monica Denise Arnold]
Generated description
Monica Denise Arnold, known professionally as Monica, is an American R&B singer, songwriter, and actress who rose to fame in the mid-1990s with hits like "Don't Take It Personal (Just One of Dem Days)" and "The Boy Is Mine."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monica Denise Arnold Target entity description: Monica Denise Arnold, known professionally as Monica, is an American R&B singer, songwriter, and actress who rose to fame in the mid-1990s with hits like "Don't Take It Personal (Just One of Dem Days)" and "The Boy Is Mine."
-
A.
Monica McWilliams
Monica McWilliams is a Northern Irish academic, human rights activist, and former politician known for her prominent role in the Northern Ireland peace process and advocacy for women's rights.
-
B.
Monica Denise Brown
chosen
Monica Denise Brown, known professionally as Monica, is an American R&B singer, songwriter, and actress who rose to fame in the mid-1990s with hits like "Don't Take It Personal (Just One of Dem Days)" and "The Boy Is Mine."
-
C.
Monica Jones
Monica Jones was a British academic and long-term companion of poet Philip Larkin, known for her significant influence on his personal life and work.
-
D.
Monica Calhoun
Monica Calhoun is an American actress known for her work in film and television, particularly in popular African-American ensemble dramas and comedies.
-
E.
Monica Devereux
Monica Devereux is an American actress and choreographer known for her work in films such as "Adventures in Babysitting" and "Home Alone."
- F. None of above.
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_69ca828fe7bc819090f52c88dcd72183 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aafdb5c8190b7f2ce5349305f78 |
completed | March 31, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce8828faf48190927b2a6680f6b4d8 |
completed | April 2, 2026, 3:15 p.m. |
| NEDg | Description generation | batch_69ce8a442b508190bd8319fda51edc4b |
completed | April 2, 2026, 3:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8afff50c8190b2dd1a7e0a5a130b |
completed | April 2, 2026, 3:28 p.m. |
Created at: March 30, 2026, 5:07 p.m.