Triple
T10597895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maci Bookout |
E275664
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Maci DeShane Bookout
Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
|
E874456
|
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: Maci DeShane Bookout | Statement: [Maci Bookout, birthName, Maci DeShane Bookout]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maci DeShane Bookout Context triple: [Maci Bookout, birthName, Maci DeShane Bookout]
-
A.
Kate Macer
Kate Macer is an idealistic FBI agent who becomes embroiled in a morally ambiguous joint task force targeting Mexican drug cartels in the film "Sicario."
-
B.
Tara Maclay
Tara Maclay is a gentle, powerful witch and key supporting character in the television series "Buffy the Vampire Slayer," known for her relationship with Willow Rosenberg and her tragic fate.
-
C.
Aimee Brooks
Aimee Brooks is an American actress best known for her roles in horror and cult films and television during the late 1980s and 1990s.
-
D.
Sarah McKean
Sarah McKean was the daughter of American statesman and Declaration of Independence signer Thomas McKean, noted in historical records primarily through her connection to his prominent political family.
-
E.
Megan McArthur
Megan McArthur is a NASA astronaut and oceanographer best known for her role as a mission specialist on Space Shuttle missions, including the final Hubble Space Telescope servicing flight.
- 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: Maci DeShane Bookout Triple: [Maci Bookout, birthName, Maci DeShane Bookout]
Generated description
Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maci DeShane Bookout Target entity description: Maci DeShane Bookout is an American reality television personality and author best known for starring on MTV’s "16 and Pregnant" and "Teen Mom."
-
A.
Kate Macer
Kate Macer is an idealistic FBI agent who becomes embroiled in a morally ambiguous joint task force targeting Mexican drug cartels in the film "Sicario."
-
B.
Tara Maclay
Tara Maclay is a gentle, powerful witch and key supporting character in the television series "Buffy the Vampire Slayer," known for her relationship with Willow Rosenberg and her tragic fate.
-
C.
Aimee Brooks
Aimee Brooks is an American actress best known for her roles in horror and cult films and television during the late 1980s and 1990s.
-
D.
Sarah McKean
Sarah McKean was the daughter of American statesman and Declaration of Independence signer Thomas McKean, noted in historical records primarily through her connection to his prominent political family.
-
E.
Megan McArthur
Megan McArthur is a NASA astronaut and oceanographer best known for her role as a mission specialist on Space Shuttle missions, including the final Hubble Space Telescope servicing flight.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6ded358248190ba9268a51b2805fc |
completed | April 8, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95e955d908190a5b26faf2558d78c |
completed | April 10, 2026, 8:33 p.m. |
| NEDg | Description generation | batch_69d96145d1ec8190b3228733159e1364 |
completed | April 10, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9623cf54081908abcdc88e13d5176 |
completed | April 10, 2026, 8:49 p.m. |
Created at: April 8, 2026, 7:28 p.m.