Triple

T5948352
Position Surface form Disambiguated ID Type / Status
Subject Book of Malachi E132333 entity
Predicate keyVerse P15334 FINISHED
Object Malachi 3:1
Malachi 3:1 is a pivotal Old Testament prophecy foretelling the coming of a divine messenger who will prepare the way for the Lord, often associated in Christian tradition with John the Baptist and the advent of the Messiah.
 E132333 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: Malachi 3:1 | Statement: [Book of Malachi, keyVerse, Malachi 3:1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malachi 3:1
Context triple: [Book of Malachi, keyVerse, Malachi 3:1]
  • A. Book of Malachi
    The Book of Malachi is a short prophetic book in the Hebrew Bible/Old Testament that delivers God’s rebukes and promises of future restoration to post-exilic Israel.
  • B. Micah 6:8
    Micah 6:8 is a well-known Bible verse that summarizes God’s requirements for His people as acting justly, loving mercy, and walking humbly with Him.
  • C. Habakkuk 2:4
    Habakkuk 2:4 is a pivotal Bible verse that contrasts the proud with the righteous who live by faith, and is frequently quoted in the New Testament to emphasize justification by faith.
  • D. Malachi
    Malachi is the final book of the Old Testament’s Twelve Minor Prophets, traditionally regarded as a prophetic work addressing Israel’s spiritual and social shortcomings after the return from exile.
  • E. Deuteronomy 33:23
    Deuteronomy 33:23 is a verse in the Book of Deuteronomy that records Moses’ poetic blessing over the tribe of Naphtali, emphasizing favor from the Lord and possession of the sea and the south.
  • 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: Malachi 3:1
Triple: [Book of Malachi, keyVerse, Malachi 3:1]
Generated description
Malachi 3:1 is a pivotal Old Testament prophecy foretelling the coming of a divine messenger who will prepare the way for the Lord, often associated in Christian tradition with John the Baptist and the advent of the Messiah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malachi 3:1
Target entity description: Malachi 3:1 is a pivotal Old Testament prophecy foretelling the coming of a divine messenger who will prepare the way for the Lord, often associated in Christian tradition with John the Baptist and the advent of the Messiah.
  • A. Book of Malachi chosen
    The Book of Malachi is a short prophetic book in the Hebrew Bible/Old Testament that delivers God’s rebukes and promises of future restoration to post-exilic Israel.
  • B. Micah 6:8
    Micah 6:8 is a well-known Bible verse that summarizes God’s requirements for His people as acting justly, loving mercy, and walking humbly with Him.
  • C. Habakkuk 2:4
    Habakkuk 2:4 is a pivotal Bible verse that contrasts the proud with the righteous who live by faith, and is frequently quoted in the New Testament to emphasize justification by faith.
  • D. Malachi
    Malachi is the final book of the Old Testament’s Twelve Minor Prophets, traditionally regarded as a prophetic work addressing Israel’s spiritual and social shortcomings after the return from exile.
  • E. Deuteronomy 33:23
    Deuteronomy 33:23 is a verse in the Book of Deuteronomy that records Moses’ poetic blessing over the tribe of Naphtali, emphasizing favor from the Lord and possession of the sea and the south.
  • F. None of above.

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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0397deea08190b9397d0413740300 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c08d4f0481908547609bc2736380 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c19665b08190ab3c66b7c6c33f61 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4576824819080ced71df8fdda6c completed March 23, 2026, 4:40 a.m.
Created at: March 22, 2026, 4:01 p.m.