Triple

T5533094
Position Surface form Disambiguated ID Type / Status
Subject Sefer HaMadda E145095 entity
Predicate contains P35 FINISHED
Object Hilchot Talmud Torah
Hilchot Talmud Torah is the section of Maimonides’ Mishneh Torah that codifies the laws and obligations of Torah study.
 E542306 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: Hilchot Talmud Torah | Statement: [Sefer HaMadda, contains, Hilchot Talmud Torah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hilchot Talmud Torah
Context triple: [Sefer HaMadda, contains, Hilchot Talmud Torah]
  • A. Sefer HaChinuch
    Sefer HaChinuch is a 13th-century Jewish work that systematically enumerates and explains the 613 biblical commandments, focusing on their practical laws and underlying ethical and spiritual reasons.
  • B. Beit midrash
    A beit midrash is a Jewish study hall dedicated to the intensive learning and interpretation of Torah and rabbinic texts.
  • C. Hilchot Deot
    Hilchot Deot is the section of Maimonides’ Mishneh Torah that outlines Jewish ethical conduct, character development, and the pursuit of the moral mean.
  • D. Hilchot She’eilah uFikadon
    Hilchot She’eilah uFikadon is the section of Maimonides’ Mishneh Torah that codifies the Jewish legal rules governing borrowing, lending, deposits, and custodial responsibility.
  • E. Hilchot Kriat Shema
    Hilchot Kriat Shema is the section of Maimonides’ Mishneh Torah that codifies the laws and practices surrounding the daily recitation of the Shema prayer.
  • 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: Hilchot Talmud Torah
Triple: [Sefer HaMadda, contains, Hilchot Talmud Torah]
Generated description
Hilchot Talmud Torah is the section of Maimonides’ Mishneh Torah that codifies the laws and obligations of Torah study.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hilchot Talmud Torah
Target entity description: Hilchot Talmud Torah is the section of Maimonides’ Mishneh Torah that codifies the laws and obligations of Torah study.
  • A. Sefer HaChinuch
    Sefer HaChinuch is a 13th-century Jewish work that systematically enumerates and explains the 613 biblical commandments, focusing on their practical laws and underlying ethical and spiritual reasons.
  • B. Beit midrash
    A beit midrash is a Jewish study hall dedicated to the intensive learning and interpretation of Torah and rabbinic texts.
  • C. Hilchot Deot
    Hilchot Deot is the section of Maimonides’ Mishneh Torah that outlines Jewish ethical conduct, character development, and the pursuit of the moral mean.
  • D. Hilchot She’eilah uFikadon
    Hilchot She’eilah uFikadon is the section of Maimonides’ Mishneh Torah that codifies the Jewish legal rules governing borrowing, lending, deposits, and custodial responsibility.
  • E. Hilchot Kriat Shema
    Hilchot Kriat Shema is the section of Maimonides’ Mishneh Torah that codifies the laws and practices surrounding the daily recitation of the Shema prayer.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9ea2c88190a68642f5799bd8ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059db45188190b2d1ae2e2b900f91 completed March 22, 2026, 9:06 p.m.
NEDg Description generation batch_69c05be7f7cc8190bb1f8081289c5e02 completed March 22, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69c06209c3588190a6ededf9c198d5c5 completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:34 p.m.