Triple
T16124786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debra Marshall |
E391238
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Debra McMichael
Debra McMichael is an American former professional wrestling valet, manager, and occasional wrestler best known for her appearances in WWE and WCW during the late 1990s and early 2000s.
|
E1392046
|
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: Debra McMichael | Statement: [Debra Marshall, alsoKnownAs, Debra McMichael]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debra McMichael Context triple: [Debra Marshall, alsoKnownAs, Debra McMichael]
-
A.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
B.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
C.
Debra Christofferson
Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
-
D.
Debra Wilson
Debra Wilson is an American actress and comedian best known for her groundbreaking work on the sketch comedy series MADtv and her extensive voice acting in animation and video games.
-
E.
Debra Oswald
Debra Oswald is an Australian playwright, screenwriter, and novelist best known as the creator and head writer of the television series "Offspring."
- 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: Debra McMichael Triple: [Debra Marshall, alsoKnownAs, Debra McMichael]
Generated description
Debra McMichael is an American former professional wrestling valet, manager, and occasional wrestler best known for her appearances in WWE and WCW during the late 1990s and early 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debra McMichael Target entity description: Debra McMichael is an American former professional wrestling valet, manager, and occasional wrestler best known for her appearances in WWE and WCW during the late 1990s and early 2000s.
-
A.
Debra Sullivan
Debra Sullivan is a screenwriter best known for co-writing the horror film "Texas Chainsaw 3D."
-
B.
Debra Humphries
Debra Humphries is the mother of former NBA player Kris Humphries.
-
C.
Debra Christofferson
Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
-
D.
Debra Wilson
Debra Wilson is an American actress and comedian best known for her groundbreaking work on the sketch comedy series MADtv and her extensive voice acting in animation and video games.
-
E.
Debra Oswald
Debra Oswald is an Australian playwright, screenwriter, and novelist best known as the creator and head writer of the television series "Offspring."
- 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2020408a88190bf3dfc893d577c55 |
completed | April 17, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07b4d35f088190875264a509504dc7 |
completed | May 16, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_6a07b5fa3d348190b8c7adb42097b40a |
completed | May 16, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07b6644d108190b21ac258ffcfba61 |
completed | May 16, 2026, 12:12 a.m. |
Created at: April 10, 2026, 5 a.m.