Triple

T934652
Position Surface form Disambiguated ID Type / Status
Subject The Twelve Minor Prophets E20167 entity
Predicate traditionalOrderStart P6837 FINISHED
Object Hosea
Hosea is a Hebrew prophet and the first of the Twelve Minor Prophets in the Old Testament, known for his messages emphasizing God's steadfast love and Israel's unfaithfulness.
E110494 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: Hosea | Statement: [The Twelve Minor Prophets, traditionalOrderStart, Hosea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hosea
Context triple: [The Twelve Minor Prophets, traditionalOrderStart, Hosea]
  • A. Jeremiah
    Jeremiah is a major Old Testament prophet whose writings, including themes of covenant and judgment, are frequently referenced in the New Testament.
  • B. 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.
  • C. Ezekiel
    Ezekiel is a major Hebrew prophet known for his vivid apocalyptic visions and central role in the biblical Book of Ezekiel.
  • D. Isaiah
    Isaiah is a major prophetic book of the Hebrew Bible and Christian Old Testament, traditionally attributed to the prophet Isaiah and known for its themes of judgment, hope, and messianic prophecy.
  • E. 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.
  • 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: Hosea
Triple: [The Twelve Minor Prophets, traditionalOrderStart, Hosea]
Generated description
Hosea is a Hebrew prophet and the first of the Twelve Minor Prophets in the Old Testament, known for his messages emphasizing God's steadfast love and Israel's unfaithfulness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hosea
Target entity description: Hosea is a Hebrew prophet and the first of the Twelve Minor Prophets in the Old Testament, known for his messages emphasizing God's steadfast love and Israel's unfaithfulness.
  • A. Jeremiah
    Jeremiah is a major Old Testament prophet whose writings, including themes of covenant and judgment, are frequently referenced in the New Testament.
  • B. 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.
  • C. Ezekiel
    Ezekiel is a major Hebrew prophet known for his vivid apocalyptic visions and central role in the biblical Book of Ezekiel.
  • D. Isaiah
    Isaiah is a major prophetic book of the Hebrew Bible and Christian Old Testament, traditionally attributed to the prophet Isaiah and known for its themes of judgment, hope, and messianic prophecy.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: traditionalOrderStart
Context triple: [The Twelve Minor Prophets, traditionalOrderStart, Hosea]
  • A. traditionalOrder chosen
    Indicates that entities are arranged or occur according to a customary, historically established sequence or hierarchy.
  • B. traditionalStart
    Indicates that an event, process, or sequence begins in the customary or historically established way.
  • C. 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.
  • D. orderFoundedIn
    Indicates the place or location where an order (such as a religious, military, or organizational order) was originally established or founded.
  • E. subsequentOrder
    Indicates that one order occurs after or follows another order in sequence.
  • 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_69a826dec198819084889ea69d53cd6c completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a834995a988190854fc3b8633f3bca completed March 4, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69a834f3a9288190a8cd28165379cec6 completed March 4, 2026, 1:34 p.m.
PD Predicate disambiguation batch_69a4b29b245c8190b143f28b77fede3c completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.