Triple
T16415886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Herskovitz |
E398681
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object | Traffic (TV miniseries) |
E324778
|
NE FINISHED |
How this triple was built (2 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: Traffic (TV miniseries) | Statement: [Marshall Herskovitz, wrote, Traffic (TV miniseries)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Traffic (TV miniseries) Context triple: [Marshall Herskovitz, wrote, Traffic (TV miniseries)]
-
A.
Traffik (1989 British television miniseries)
chosen
Traffik is a 1989 British television miniseries that explores the international heroin trade through interwoven storylines, later inspiring the Oscar-winning film "Traffic" (2000).
-
B.
Sex Traffic (TV serial)
Sex Traffic is a British television drama miniseries that explores the exploitation and abuse of women caught in international human trafficking networks.
-
C.
Human Traffic (film)
Human Traffic is a 1999 British independent comedy-drama film that follows a group of young friends immersed in Cardiff’s clubbing and rave culture over one hedonistic weekend.
-
D.
Traffik
Traffik is a 2018 American thriller film in which Paula Patton stars as a woman whose romantic getaway turns deadly after she and her boyfriend encounter a violent biker gang involved in human trafficking.
-
E.
Traffik
Traffik is a 1989 British television miniseries that explores the international heroin trade and inspired the later American film "Traffic."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00457f60c081908f4e46993780ac09 |
completed | May 10, 2026, 8:44 a.m. |
Created at: April 10, 2026, 5:09 a.m.