Triple
T8881465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eric Szmanda |
E211419
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
forensic investigator Greg Sanders
Forensic investigator Greg Sanders is a quirky, music-loving crime lab technician on the television series "CSI: Crime Scene Investigation," known for his transition from DNA analyst to field investigator.
|
E764183
|
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: forensic investigator Greg Sanders | Statement: [Eric Szmanda, notableRole, forensic investigator Greg Sanders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: forensic investigator Greg Sanders Context triple: [Eric Szmanda, notableRole, forensic investigator Greg Sanders]
-
A.
Detective Bill Reimers
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
-
B.
Harlan Dexter
Harlan Dexter is a wealthy, morally corrupt former actor turned powerful businessman who serves as a central antagonist in the darkly comedic neo-noir film "Kiss Kiss Bang Bang."
-
C.
Detective Jack Graham
Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
-
D.
Inspector Steve Keller
Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
-
E.
Frank S. Black
Frank S. Black was a Republican politician who served as the 32nd governor of New York from 1897 to 1898.
- 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: forensic investigator Greg Sanders Triple: [Eric Szmanda, notableRole, forensic investigator Greg Sanders]
Generated description
Forensic investigator Greg Sanders is a quirky, music-loving crime lab technician on the television series "CSI: Crime Scene Investigation," known for his transition from DNA analyst to field investigator.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: forensic investigator Greg Sanders Target entity description: Forensic investigator Greg Sanders is a quirky, music-loving crime lab technician on the television series "CSI: Crime Scene Investigation," known for his transition from DNA analyst to field investigator.
-
A.
Detective Bill Reimers
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
-
B.
Harlan Dexter
Harlan Dexter is a wealthy, morally corrupt former actor turned powerful businessman who serves as a central antagonist in the darkly comedic neo-noir film "Kiss Kiss Bang Bang."
-
C.
Detective Jack Graham
Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
-
D.
Inspector Steve Keller
Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
-
E.
Frank S. Black
Frank S. Black was a Republican politician who served as the 32nd governor of New York from 1897 to 1898.
- 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_69ca838f9e20819096ab1f236a70381a |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6168e3d881908c58cf11cf5f9a0e |
completed | April 1, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfabca74888190934593d6504fbed1 |
completed | April 3, 2026, noon |
| NEDg | Description generation | batch_69cfac9c743c8190a26f753111f07281 |
completed | April 3, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad54cf5c81908558fd4c21f2f3b6 |
completed | April 3, 2026, 12:06 p.m. |
Created at: March 30, 2026, 6:53 p.m.