Triple
T15103854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Police Academy 3: Back in Training |
E360736
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Robert Saad
Robert Saad is a cinematographer best known for his work on the comedy film "Police Academy 3: Back in Training."
|
E1137174
|
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: Robert Saad | Statement: [Police Academy 3: Back in Training, cinematographyBy, Robert Saad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Saad Context triple: [Police Academy 3: Back in Training, cinematographyBy, Robert Saad]
-
A.
Richard Saad
Richard Saad is a central character in the play "The Humans," depicted as a young man navigating family tensions and personal anxieties during a fraught Thanksgiving gathering.
-
B.
Stephen Salisbury III
Stephen Salisbury III was a prominent Worcester, Massachusetts philanthropist and civic leader from a wealthy merchant family, known for funding public works, cultural institutions, and distinctive local landmarks.
-
C.
Bob Rafei
Bob Rafei is a video game artist and art director best known for his work at Naughty Dog on franchises such as Crash Bandicoot and Jak and Daxter.
-
D.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
E.
Anthony Ghannam
Anthony Ghannam is an American voice actor best known for his role in the animated film "Bambi II."
- 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: Robert Saad Triple: [Police Academy 3: Back in Training, cinematographyBy, Robert Saad]
Generated description
Robert Saad is a cinematographer best known for his work on the comedy film "Police Academy 3: Back in Training."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Saad Target entity description: Robert Saad is a cinematographer best known for his work on the comedy film "Police Academy 3: Back in Training."
-
A.
Richard Saad
Richard Saad is a central character in the play "The Humans," depicted as a young man navigating family tensions and personal anxieties during a fraught Thanksgiving gathering.
-
B.
Stephen Salisbury III
Stephen Salisbury III was a prominent Worcester, Massachusetts philanthropist and civic leader from a wealthy merchant family, known for funding public works, cultural institutions, and distinctive local landmarks.
-
C.
Bob Rafei
Bob Rafei is a video game artist and art director best known for his work at Naughty Dog on franchises such as Crash Bandicoot and Jak and Daxter.
-
D.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
E.
Anthony Ghannam
Anthony Ghannam is an American voice actor best known for his role in the animated film "Bambi II."
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00551521c8190b48d1a074bb4bdfc |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae274f6881908931569efc09996e |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feb06643508190a21939ff3e1389c6 |
completed | May 9, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb0d114388190b2b16703003da446 |
completed | May 9, 2026, 3:58 a.m. |
Created at: April 10, 2026, 3:05 a.m.