Triple
T8513374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Clarke Duncan |
E201510
|
entity |
| Predicate | spouseOrPartner |
P13
|
FINISHED |
| Object |
Omarosa Manigault (fiancée at time of death)
Omarosa Manigault is an American reality television personality and former political aide best known for her appearances on "The Apprentice" and her role in the Trump administration.
|
E738683
|
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: Omarosa Manigault (fiancée at time of death) | Statement: [Michael Clarke Duncan, spouseOrPartner, Omarosa Manigault (fiancée at time of death)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Omarosa Manigault (fiancée at time of death) Context triple: [Michael Clarke Duncan, spouseOrPartner, Omarosa Manigault (fiancée at time of death)]
-
A.
Michaleen Oge Flynn
Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
-
B.
Kara Kennedy
Kara Kennedy was an American television producer and political activist, best known as the daughter of Senator Ted Kennedy and a member of the prominent Kennedy family.
-
C.
Caroline Giuliani
Caroline Giuliani is an American filmmaker, writer, and political activist known both for her creative work and for publicly distancing herself from the conservative politics of her father, Rudy Giuliani.
-
D.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
E.
Carolyn Bessette-Kennedy
Carolyn Bessette-Kennedy was an American publicist and style icon who gained widespread attention in the 1990s for her minimalist fashion sense and high-profile marriage to John F. Kennedy Jr.
- 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: Omarosa Manigault (fiancée at time of death) Triple: [Michael Clarke Duncan, spouseOrPartner, Omarosa Manigault (fiancée at time of death)]
Generated description
Omarosa Manigault is an American reality television personality and former political aide best known for her appearances on "The Apprentice" and her role in the Trump administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Omarosa Manigault (fiancée at time of death) Target entity description: Omarosa Manigault is an American reality television personality and former political aide best known for her appearances on "The Apprentice" and her role in the Trump administration.
-
A.
Michaleen Oge Flynn
Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
-
B.
Kara Kennedy
Kara Kennedy was an American television producer and political activist, best known as the daughter of Senator Ted Kennedy and a member of the prominent Kennedy family.
-
C.
Caroline Giuliani
Caroline Giuliani is an American filmmaker, writer, and political activist known both for her creative work and for publicly distancing herself from the conservative politics of her father, Rudy Giuliani.
-
D.
Leah Ashley
Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
-
E.
Carolyn Bessette-Kennedy
Carolyn Bessette-Kennedy was an American publicist and style icon who gained widespread attention in the 1990s for her minimalist fashion sense and high-profile marriage to John F. Kennedy Jr.
- 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe60cdfcc819081a9be1229378ba0 |
completed | March 31, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e4e64f481908ddf99570fe59332 |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffac8a08190bc2131c0d260ca39 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce5117c7508190b74821d029d226c6 |
completed | April 2, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:15 p.m.