Triple
T20389285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Live Free or Die Hard |
E498042
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Mai Linh
Mai Linh is a skilled and ruthless cyber-terrorist operative who serves as one of the primary antagonists in the action film "Live Free or Die Hard."
|
E1428714
|
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: Mai Linh | Statement: [Live Free or Die Hard, character, Mai Linh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mai Linh Context triple: [Live Free or Die Hard, character, Mai Linh]
-
A.
Dang Bich Ha
Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
-
B.
Linh Song
Linh Song is a Vietnamese American nonprofit and civic leader known for her work in community development and public service in Ann Arbor, Michigan.
-
C.
Trinh Hoi Quan
Trinh Hoi Quan is an individual known primarily for being a notable bearer of the surname Quan.
-
D.
Mei Lin
Mei Lin is a sharp, ambitious Chinese-American medical student and love interest of Joel Maisel in the television series "The Marvelous Mrs. Maisel."
-
E.
Tran Dong Lan
Tran Dong Lan is the birth name of Vietnamese-American actress Lana Condor, best known for starring in the "To All the Boys I've Loved Before" film series.
- 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: Mai Linh Triple: [Live Free or Die Hard, character, Mai Linh]
Generated description
Mai Linh is a skilled and ruthless cyber-terrorist operative who serves as one of the primary antagonists in the action film "Live Free or Die Hard."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mai Linh Target entity description: Mai Linh is a skilled and ruthless cyber-terrorist operative who serves as one of the primary antagonists in the action film "Live Free or Die Hard."
-
A.
Dang Bich Ha
Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
-
B.
Linh Song
Linh Song is a Vietnamese American nonprofit and civic leader known for her work in community development and public service in Ann Arbor, Michigan.
-
C.
Trinh Hoi Quan
Trinh Hoi Quan is an individual known primarily for being a notable bearer of the surname Quan.
-
D.
Mei Lin
Mei Lin is a sharp, ambitious Chinese-American medical student and love interest of Joel Maisel in the television series "The Marvelous Mrs. Maisel."
-
E.
Tran Dong Lan
Tran Dong Lan is the birth name of Vietnamese-American actress Lana Condor, best known for starring in the "To All the Boys I've Loved Before" film series.
- 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790e65a081909832855758fffd14 |
completed | April 20, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08762218448190a3339dbbe0f23962 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a087754af1481909a8ffa042aad2f42 |
completed | May 16, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877dcf9548190bd42db7a54aea824 |
completed | May 16, 2026, 1:57 p.m. |
Created at: April 16, 2026, 11:28 a.m.