Triple

T934653
Position Surface form Disambiguated ID Type / Status
Subject The Twelve Minor Prophets E20167 entity
Predicate traditionalOrderEnd P15546 FINISHED
Object 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.
E112207 NE FINISHED

How this triple was built (5 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 | Statement: [The Twelve Minor Prophets, traditionalOrderEnd, Malachi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malachi
Context triple: [The Twelve Minor Prophets, traditionalOrderEnd, Malachi]
  • A. Zechariah
    Zechariah is a biblical priest and the father of John the Baptist, featured prominently in the Gospel infancy narratives for his prophetic role and encounter with the angel Gabriel.
  • B. Ezekiel
    Ezekiel is a major Hebrew prophet known for his vivid apocalyptic visions and central role in the biblical Book of Ezekiel.
  • C. Habakkuk
    Habakkuk is a prophetic book of the Hebrew Bible/Old Testament, attributed to the prophet Habakkuk, that wrestles with questions of divine justice and faith amid suffering.
  • D. Prophet Nathan
    Prophet Nathan was a biblical prophet during the reign of King David, known for confronting the king over his sin with Bathsheba and for playing a key role in the succession of Solomon.
  • E. Mordo Nahum
    Mordo Nahum is a fictional character appearing in the work "The Truce," known for his role within its narrative.
  • 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
Triple: [The Twelve Minor Prophets, traditionalOrderEnd, Malachi]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malachi
Target entity description: 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.
  • A. Zechariah
    Zechariah is a biblical priest and the father of John the Baptist, featured prominently in the Gospel infancy narratives for his prophetic role and encounter with the angel Gabriel.
  • B. Ezekiel
    Ezekiel is a major Hebrew prophet known for his vivid apocalyptic visions and central role in the biblical Book of Ezekiel.
  • C. Habakkuk
    Habakkuk is a prophetic book of the Hebrew Bible/Old Testament, attributed to the prophet Habakkuk, that wrestles with questions of divine justice and faith amid suffering.
  • D. Prophet Nathan
    Prophet Nathan was a biblical prophet during the reign of King David, known for confronting the king over his sin with Bathsheba and for playing a key role in the succession of Solomon.
  • E. Mordo Nahum
    Mordo Nahum is a fictional character appearing in the work "The Truce," known for his role within its narrative.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: traditionalOrderEnd
Context triple: [The Twelve Minor Prophets, traditionalOrderEnd, Malachi]
  • A. traditionalOrder
    Indicates that entities are arranged or occur according to a customary, historically established sequence or hierarchy.
  • B. traditionalEnd chosen
    Indicates that one entity is the customary or historically established conclusion, outcome, or final stage of another entity or process.
  • C. subsequentOrder
    Indicates that one order occurs after or follows another order in sequence.
  • D. order
    Indicates that one entity requests, arranges, or directs that another entity provide a good, service, or action, typically in a specified sequence or priority.
  • E. establishedInOrder
    Indicates that one entity was created, founded, or formally set up as a result of, or in accordance with, a specific order, directive, or mandate.
  • F. None of above.

Provenance (6 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b363ea5c819098ec1d87f785bad4 completed March 1, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933a35f948190beecb14ab3c6ffd0 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a5b8648190b21d9edaf3d053d2 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69a9641f3a5c81908894097ab2177c43 completed March 5, 2026, 11:08 a.m.
PD Predicate disambiguation batch_69a4b29b245c8190b143f28b77fede3c completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.