Triple
T4332348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pump Up the Volume |
E96781
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Walt Lloyd
Walt Lloyd is an American cinematographer known for his work on independent and studio films, including the cult classic "Pump Up the Volume."
|
E431153
|
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: Walt Lloyd | Statement: [Pump Up the Volume, cinematographyBy, Walt Lloyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walt Lloyd Context triple: [Pump Up the Volume, cinematographyBy, Walt Lloyd]
-
A.
Tom Rothrock
Tom Rothrock is an American record producer and musician known for his work with artists such as James Blunt, Beck, and Elliott Smith.
-
B.
John McGiver
John McGiver was an American character actor known for his distinctive, pompous demeanor and precise diction in numerous films and television shows of the 1950s and 1960s.
-
C.
Tom Langer
Tom Langer is an individual notable enough to be recognized as a bearer of the surname Langer, though specific widely known public details about him are not clearly established.
-
D.
Rusty Griswold
Rusty Griswold is the grown-up son of Clark Griswold who becomes the hapless, well-meaning father leading his own disastrous family road trip in the 2015 comedy "Vacation."
-
E.
Pop Fisher
Pop Fisher is the gruff but soft-hearted baseball manager of the New York Knights in the classic baseball film "The Natural."
- 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: Walt Lloyd Triple: [Pump Up the Volume, cinematographyBy, Walt Lloyd]
Generated description
Walt Lloyd is an American cinematographer known for his work on independent and studio films, including the cult classic "Pump Up the Volume."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walt Lloyd Target entity description: Walt Lloyd is an American cinematographer known for his work on independent and studio films, including the cult classic "Pump Up the Volume."
-
A.
Tom Rothrock
Tom Rothrock is an American record producer and musician known for his work with artists such as James Blunt, Beck, and Elliott Smith.
-
B.
John McGiver
John McGiver was an American character actor known for his distinctive, pompous demeanor and precise diction in numerous films and television shows of the 1950s and 1960s.
-
C.
Tom Langer
Tom Langer is an individual notable enough to be recognized as a bearer of the surname Langer, though specific widely known public details about him are not clearly established.
-
D.
Rusty Griswold
Rusty Griswold is the grown-up son of Clark Griswold who becomes the hapless, well-meaning father leading his own disastrous family road trip in the 2015 comedy "Vacation."
-
E.
Pop Fisher
Pop Fisher is the gruff but soft-hearted baseball manager of the New York Knights in the classic baseball film "The Natural."
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3514dc588819086a4c6d585c1b5b1 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0a307388190af4cb98b03e9656d |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d12a54e0819081379fd1ee85914b |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.