Triple
T19901375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tina Majorino |
E478296
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Cindy "Mac" Mackenzie in Veronica Mars
Cindy "Mac" Mackenzie is a brilliant, sarcastic computer whiz and close friend of Veronica Mars who frequently uses her hacking skills to help solve cases in the series.
|
E1401336
|
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: Cindy "Mac" Mackenzie in Veronica Mars | Statement: [Tina Majorino, playedCharacter, Cindy "Mac" Mackenzie in Veronica Mars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cindy "Mac" Mackenzie in Veronica Mars Context triple: [Tina Majorino, playedCharacter, Cindy "Mac" Mackenzie in Veronica Mars]
-
A.
Veronica Donovan
Veronica Donovan is a key character in the television series "Prison Break," known as Lincoln Burrows' ex-girlfriend and a determined lawyer who works to prove his innocence.
-
B.
Sheriff Don Lamb, Veronica Mars
Sheriff Don Lamb is a smug, often antagonistic lawman in the TV series "Veronica Mars," known for clashing with the show's teenage sleuth and mishandling key investigations in Neptune.
-
C.
Veronica Crawford
Veronica Crawford is the birth name of American jazz and R&B singer Randy Crawford, known for her soulful voice and hits like "Street Life."
-
D.
Veronica Cartwright
Veronica Cartwright is an English-born American actress known for her intense and often unsettling performances in films such as Alien, Invasion of the Body Snatchers, and numerous television roles.
-
E.
Veronica Vaughn
Veronica Vaughn is the attractive and intelligent third-grade teacher who becomes Billy’s love interest and moral anchor in the comedy film "Billy Madison."
- 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: Cindy "Mac" Mackenzie in Veronica Mars Triple: [Tina Majorino, playedCharacter, Cindy "Mac" Mackenzie in Veronica Mars]
Generated description
Cindy "Mac" Mackenzie is a brilliant, sarcastic computer whiz and close friend of Veronica Mars who frequently uses her hacking skills to help solve cases in the series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cindy "Mac" Mackenzie in Veronica Mars Target entity description: Cindy "Mac" Mackenzie is a brilliant, sarcastic computer whiz and close friend of Veronica Mars who frequently uses her hacking skills to help solve cases in the series.
-
A.
Veronica Donovan
Veronica Donovan is a key character in the television series "Prison Break," known as Lincoln Burrows' ex-girlfriend and a determined lawyer who works to prove his innocence.
-
B.
Sheriff Don Lamb, Veronica Mars
Sheriff Don Lamb is a smug, often antagonistic lawman in the TV series "Veronica Mars," known for clashing with the show's teenage sleuth and mishandling key investigations in Neptune.
-
C.
Veronica Crawford
Veronica Crawford is the birth name of American jazz and R&B singer Randy Crawford, known for her soulful voice and hits like "Street Life."
-
D.
Veronica Cartwright
Veronica Cartwright is an English-born American actress known for her intense and often unsettling performances in films such as Alien, Invasion of the Body Snatchers, and numerous television roles.
-
E.
Veronica Vaughn
Veronica Vaughn is the attractive and intelligent third-grade teacher who becomes Billy’s love interest and moral anchor in the comedy film "Billy Madison."
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65941977081909e2f94724eb2c3c0 |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea45582c81908ca3fc6009702e08 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07ef251640819080c43288d2491d7d |
completed | May 16, 2026, 4:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ef9c92b881908e65aefb90ab18da |
completed | May 16, 2026, 4:16 a.m. |
Created at: April 10, 2026, 1:52 p.m.