Triple
T4030098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Secret Code |
E83686
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
George Lloyd
George Lloyd was an American character actor active in the mid-20th century, appearing in numerous films and serials, often in supporting or bit roles.
|
E407984
|
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: George Lloyd | Statement: [The Secret Code, castMember, George Lloyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Lloyd Context triple: [The Secret Code, castMember, George Lloyd]
-
A.
Peter Barlow
Peter Barlow was a 19th-century English mathematician and physicist known for his work in number theory, optics, and for Barlow's Tables of mathematical functions.
-
B.
John Fowler
John Fowler was a prominent 19th-century British civil engineer renowned for his major contributions to railway engineering and iconic structures such as the Forth Bridge.
-
C.
Godfrey Hewitt
Godfrey Hewitt was a prominent British evolutionary geneticist known for his influential work on speciation, hybrid zones, and the genetic consequences of glaciation in animals.
-
D.
George Barr
George Barr is a science fiction and fantasy fan artist renowned for his distinctive illustrative work, which earned him recognition such as the Hugo Award for Best Fan Artist.
-
E.
Richard Doddridge
Richard Doddridge was a 19th-century English novelist best known for writing the historical romance "Lorna Doone."
- 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: George Lloyd Triple: [The Secret Code, castMember, George Lloyd]
Generated description
George Lloyd was an American character actor active in the mid-20th century, appearing in numerous films and serials, often in supporting or bit roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Lloyd Target entity description: George Lloyd was an American character actor active in the mid-20th century, appearing in numerous films and serials, often in supporting or bit roles.
-
A.
Peter Barlow
Peter Barlow was a 19th-century English mathematician and physicist known for his work in number theory, optics, and for Barlow's Tables of mathematical functions.
-
B.
John Fowler
John Fowler was a prominent 19th-century British civil engineer renowned for his major contributions to railway engineering and iconic structures such as the Forth Bridge.
-
C.
Godfrey Hewitt
Godfrey Hewitt was a prominent British evolutionary geneticist known for his influential work on speciation, hybrid zones, and the genetic consequences of glaciation in animals.
-
D.
George Barr
George Barr is a science fiction and fantasy fan artist renowned for his distinctive illustrative work, which earned him recognition such as the Hugo Award for Best Fan Artist.
-
E.
Richard Doddridge
Richard Doddridge was a 19th-century English novelist best known for writing the historical romance "Lorna Doone."
- 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_69aed92e29ac819080f7a98b594fec05 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaf1d8208190951a20ad7e5ab7bc |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55638390481909d8e4b7340f92a06 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b556accd488190867e1f9c77f9a8ee |
completed | March 14, 2026, 12:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5571a68d881909539e058c2fa3721 |
completed | March 14, 2026, 12:39 p.m. |
Created at: March 9, 2026, 3:36 p.m.