Triple
T20251178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shapiro |
E498558
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object | Shapero |
E498558
|
NE FINISHED |
How this triple was built (2 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: Shapero | Statement: [Shapiro, hasVariant, Shapero]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shapero Context triple: [Shapiro, hasVariant, Shapero]
-
A.
Shapiro
chosen
Shapiro is a surname of Jewish origin commonly borne by individuals of Ashkenazi descent.
-
B.
Shriver
Shriver is a prominent American family name associated with notable figures in politics, public service, and media.
-
C.
Shorofsky
Shorofsky is a stern but caring music teacher and mentor character from the television series "Fame."
-
D.
Brackman
Brackman is a character in John Grisham’s legal thriller novel "The Street Lawyer," involved in the story’s exploration of law, morality, and homelessness.
-
E.
Shaffer
Shaffer is a surname of English origin borne by various notable individuals across fields such as literature, law, and the arts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 11, 2026, 11:41 p.m.