Triple
T20251179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shapiro |
E498558
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Shaperoff
Shaperoff is a surname variant of Shapiro, a common Jewish family name of Eastern European origin.
|
E1421257
|
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: Shaperoff | Statement: [Shapiro, hasVariant, Shaperoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaperoff Context triple: [Shapiro, hasVariant, Shaperoff]
-
A.
Shorofsky
Shorofsky is a stern but caring music teacher and mentor character from the television series "Fame."
-
B.
Joffe
Joffe is a surname most notably associated with Adolf Joffe, a prominent early 20th-century Russian revolutionary and diplomat.
-
C.
Shteiner
Shteiner is an alternative spelling or transliteration of the surname Steiner, which is of German origin and borne by various notable individuals.
-
D.
Stoloff
Stoloff is a surname most notably associated with Morris Stoloff, an American musical director and composer prominent in Hollywood film music.
-
E.
Thomashefsky
Thomashefsky is the surname of a prominent Jewish-American theatrical family best known for their pioneering role in Yiddish theater in the United States.
- 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: Shaperoff Triple: [Shapiro, hasVariant, Shaperoff]
Generated description
Shaperoff is a surname variant of Shapiro, a common Jewish family name of Eastern European origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaperoff Target entity description: Shaperoff is a surname variant of Shapiro, a common Jewish family name of Eastern European origin.
-
A.
Shorofsky
Shorofsky is a stern but caring music teacher and mentor character from the television series "Fame."
-
B.
Joffe
Joffe is a surname most notably associated with Adolf Joffe, a prominent early 20th-century Russian revolutionary and diplomat.
-
C.
Shteiner
Shteiner is an alternative spelling or transliteration of the surname Steiner, which is of German origin and borne by various notable individuals.
-
D.
Stoloff
Stoloff is a surname most notably associated with Morris Stoloff, an American musical director and composer prominent in Hollywood film music.
-
E.
Thomashefsky
Thomashefsky is the surname of a prominent Jewish-American theatrical family best known for their pioneering role in Yiddish theater in the United States.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a8b8488190b344df7a65f59684 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855262c548190b5f6102b4e6e01a6 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:41 p.m.