Triple
T15861899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaun Parkes |
E384607
|
entity |
| Predicate | hasRole |
P161
|
FINISHED |
| Object |
Tyler in Human Traffic
Tyler in Human Traffic is a charismatic, party-loving clubber in the 1999 British cult film "Human Traffic," known for his humorous outlook on rave culture and friendship.
|
E1180865
|
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: Tyler in Human Traffic | Statement: [Shaun Parkes, hasRole, Tyler in Human Traffic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tyler in Human Traffic Context triple: [Shaun Parkes, hasRole, Tyler in Human Traffic]
-
A.
Tyler (Carmen Sandiego)
Tyler is a character from the animated series "Carmen Sandiego," known as one of the roles voiced by actor Finn Wolfhard.
-
B.
Kit Tyler
Kit Tyler is the spirited young heroine of Elizabeth George Speare’s historical novel "The Witch of Blackbird Pond," known for her struggle to adapt from her carefree Caribbean upbringing to the strict Puritan society of colonial New England.
-
C.
Tavi
Tavi is an American writer, actress, and former teen fashion blogger best known as the founder and editor-in-chief of the online magazine Rookie.
-
D.
Ash Tyler
Ash Tyler is a central character in Star Trek: Discovery, known for his complex identity, traumatic past, and pivotal role in the series’ exploration of war, loyalty, and personal transformation.
-
E.
T-Ray
T-Ray is a powerful sorcerer and mercenary in Marvel Comics who serves as one of Deadpool’s most dangerous and obsessive arch-enemies.
- 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: Tyler in Human Traffic Triple: [Shaun Parkes, hasRole, Tyler in Human Traffic]
Generated description
Tyler in Human Traffic is a charismatic, party-loving clubber in the 1999 British cult film "Human Traffic," known for his humorous outlook on rave culture and friendship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tyler in Human Traffic Target entity description: Tyler in Human Traffic is a charismatic, party-loving clubber in the 1999 British cult film "Human Traffic," known for his humorous outlook on rave culture and friendship.
-
A.
Tyler (Carmen Sandiego)
Tyler is a character from the animated series "Carmen Sandiego," known as one of the roles voiced by actor Finn Wolfhard.
-
B.
Kit Tyler
Kit Tyler is the spirited young heroine of Elizabeth George Speare’s historical novel "The Witch of Blackbird Pond," known for her struggle to adapt from her carefree Caribbean upbringing to the strict Puritan society of colonial New England.
-
C.
Tavi
Tavi is an American writer, actress, and former teen fashion blogger best known as the founder and editor-in-chief of the online magazine Rookie.
-
D.
Ash Tyler
Ash Tyler is a central character in Star Trek: Discovery, known for his complex identity, traumatic past, and pivotal role in the series’ exploration of war, loyalty, and personal transformation.
-
E.
T-Ray
T-Ray is a powerful sorcerer and mercenary in Marvel Comics who serves as one of Deadpool’s most dangerous and obsessive arch-enemies.
- 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1555c75688190aeae5bcf5bb92bb7 |
completed | April 16, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa9439db481908be2f6d8a3cfbc85 |
completed | May 9, 2026, 9:38 p.m. |
| NEDg | Description generation | batch_69ffaa07df788190bae67f3d9a800331 |
completed | May 9, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffaaa92a648190a09829ef3197223c |
completed | May 9, 2026, 9:44 p.m. |
Created at: April 10, 2026, 4:50 a.m.