Triple

T18474797
Position Surface form Disambiguated ID Type / Status
Subject Josh Stamberg E451401 entity
Predicate familyName P18 FINISHED
Object Stamberg
Stamberg is a surname most notably associated with American actor Josh Stamberg.
 E1326661 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: Stamberg | Statement: [Josh Stamberg, familyName, Stamberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stamberg
Context triple: [Josh Stamberg, familyName, Stamberg]
  • A. Shteynberg
    Shteynberg is a variant spelling of the Jewish surname Steinberg, commonly found among Ashkenazi families.
  • B. Blaustein
    Blaustein is a municipality in the Alb-Donau district of Baden-Württemberg in southern Germany, situated near the city of Ulm.
  • C. Steffens
    Steffens is a surname most notably associated with Lincoln Steffens, an influential American muckraking journalist of the early 20th century.
  • D. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • E. Veber
    Veber is a French surname most notably associated with filmmaker and playwright Francis Veber.
  • 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: Stamberg
Triple: [Josh Stamberg, familyName, Stamberg]
Generated description
Stamberg is a surname most notably associated with American actor Josh Stamberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stamberg
Target entity description: Stamberg is a surname most notably associated with American actor Josh Stamberg.
  • A. Shteynberg
    Shteynberg is a variant spelling of the Jewish surname Steinberg, commonly found among Ashkenazi families.
  • B. Blaustein
    Blaustein is a municipality in the Alb-Donau district of Baden-Württemberg in southern Germany, situated near the city of Ulm.
  • C. Steffens
    Steffens is a surname most notably associated with Lincoln Steffens, an influential American muckraking journalist of the early 20th century.
  • D. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • E. Veber
    Veber is a French surname most notably associated with filmmaker and playwright Francis Veber.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53062387481909d4503fc963f9913 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f2ae2888190ae12fee12cf419ff completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a043fd646b88190b0d232e740ae22ba completed May 13, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_6a04403951608190bc24c914175f18bc completed May 13, 2026, 9:11 a.m.
Created at: April 10, 2026, 11:34 a.m.