Triple

T5533279
Position Surface form Disambiguated ID Type / Status
Subject Sefer Mishpatim E145099 entity
Predicate workIncluded P10663 FINISHED
Object Hilchot Shutfim
Hilchot Shutfim is the section of Maimonides’ Mishneh Torah that codifies Jewish civil law regarding partnerships and joint business ventures.
 E535856 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 Shutfim | Statement: [Sefer Mishpatim, workIncluded, Hilchot Shutfim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hilchot Shutfim
Context triple: [Sefer Mishpatim, workIncluded, Hilchot Shutfim]
  • A. Hilchot Malveh veLoveh
    Hilchot Malveh veLoveh is the section of Maimonides’ Mishneh Torah that codifies the Jewish laws governing loans, interest, and financial obligations between lenders and borrowers.
  • B. Hilchot Zechiyah uMatanah
    Hilchot Zechiyah uMatanah is the section of Maimonides’ Mishneh Torah that codifies the laws of acquisition and gifts in Jewish civil law.
  • C. Hilchot Shchenim
    Hilchot Shchenim is the section of Maimonides’ Mishneh Torah that codifies Jewish civil law governing neighbors’ rights, property boundaries, and related disputes.
  • D. Hilchot Rotzeach uShemirat Nefesh
    Hilchot Rotzeach uShemirat Nefesh is the section of Maimonides’ Mishneh Torah that codifies Jewish law concerning murder, manslaughter, and the safeguarding of human life.
  • E. Hilchot Pesulei HaMukdashin
    Hilchot Pesulei HaMukdashin is a section of Maimonides’ Mishneh Torah that codifies the laws concerning disqualifications and invalidations of consecrated offerings in the Temple service.
  • 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 Shutfim
Triple: [Sefer Mishpatim, workIncluded, Hilchot Shutfim]
Generated description
Hilchot Shutfim is the section of Maimonides’ Mishneh Torah that codifies Jewish civil law regarding partnerships and joint business ventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hilchot Shutfim
Target entity description: Hilchot Shutfim is the section of Maimonides’ Mishneh Torah that codifies Jewish civil law regarding partnerships and joint business ventures.
  • A. Hilchot Malveh veLoveh
    Hilchot Malveh veLoveh is the section of Maimonides’ Mishneh Torah that codifies the Jewish laws governing loans, interest, and financial obligations between lenders and borrowers.
  • B. Hilchot Zechiyah uMatanah
    Hilchot Zechiyah uMatanah is the section of Maimonides’ Mishneh Torah that codifies the laws of acquisition and gifts in Jewish civil law.
  • C. Hilchot Shchenim
    Hilchot Shchenim is the section of Maimonides’ Mishneh Torah that codifies Jewish civil law governing neighbors’ rights, property boundaries, and related disputes.
  • D. Hilchot Rotzeach uShemirat Nefesh
    Hilchot Rotzeach uShemirat Nefesh is the section of Maimonides’ Mishneh Torah that codifies Jewish law concerning murder, manslaughter, and the safeguarding of human life.
  • E. Hilchot Pesulei HaMukdashin
    Hilchot Pesulei HaMukdashin is a section of Maimonides’ Mishneh Torah that codifies the laws concerning disqualifications and invalidations of consecrated offerings in the Temple service.
  • 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_69c04ce1bce4819095559af19cf072f8 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:34 p.m.