Triple

T2056768
Position Surface form Disambiguated ID Type / Status
Subject Book of Numbers E45690 entity
Predicate keyEvent P259 FINISHED
Object Balaam’s oracles
Balaam’s oracles are a series of prophetic pronouncements in the Hebrew Bible in which the seer Balaam, hired to curse Israel, instead delivers divinely inspired blessings and future predictions about the nation.
E228853 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: Balaam’s oracles | Statement: [Book of Numbers, keyEvent, Balaam’s oracles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balaam’s oracles
Context triple: [Book of Numbers, keyEvent, Balaam’s oracles]
  • A. Blessing of Moses
    Blessing of Moses is a biblical poetic passage in which Moses delivers final prophetic blessings to the tribes of Israel before his death.
  • B. Song of Moses
    The Song of Moses is a biblical hymn in Deuteronomy that poetically recounts God's faithfulness and Israel's unfaithfulness, serving as a covenantal witness and warning to the people of Israel.
  • C. Prophets
    Prophets is a major section of the Hebrew Bible/Old Testament that contains the writings and historical accounts of Israel’s prophetic figures and their messages.
  • D. On the Gods
    On the Gods is a lost work of ancient scholarship by Apollodorus of Athens that likely examined Greek religious beliefs and deities.
  • E. Jubilees
    Jubilees is an ancient Jewish religious work from the Second Temple period that retells and expands upon the narratives of Genesis and Exodus, often considered part of the pseudepigrapha.
  • 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: Balaam’s oracles
Triple: [Book of Numbers, keyEvent, Balaam’s oracles]
Generated description
Balaam’s oracles are a series of prophetic pronouncements in the Hebrew Bible in which the seer Balaam, hired to curse Israel, instead delivers divinely inspired blessings and future predictions about the nation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balaam’s oracles
Target entity description: Balaam’s oracles are a series of prophetic pronouncements in the Hebrew Bible in which the seer Balaam, hired to curse Israel, instead delivers divinely inspired blessings and future predictions about the nation.
  • A. Blessing of Moses
    Blessing of Moses is a biblical poetic passage in which Moses delivers final prophetic blessings to the tribes of Israel before his death.
  • B. Song of Moses
    The Song of Moses is a biblical hymn in Deuteronomy that poetically recounts God's faithfulness and Israel's unfaithfulness, serving as a covenantal witness and warning to the people of Israel.
  • C. Prophets
    Prophets is a major section of the Hebrew Bible/Old Testament that contains the writings and historical accounts of Israel’s prophetic figures and their messages.
  • D. On the Gods
    On the Gods is a lost work of ancient scholarship by Apollodorus of Athens that likely examined Greek religious beliefs and deities.
  • E. Jubilees
    Jubilees is an ancient Jewish religious work from the Second Temple period that retells and expands upon the narratives of Genesis and Exodus, often considered part of the pseudepigrapha.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9abdb088190991a620e01dc226f completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2011bf20819094f4f3e88dfde9ea completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.