Triple

T9409228
Position Surface form Disambiguated ID Type / Status
Subject Balaam E226662 entity
Predicate associatedConcept P531 FINISHED
Object Balaam’s way
Balaam’s way is a biblical expression describing the pursuit of personal gain and compromise of God’s will, modeled after the prophet Balaam’s corrupt behavior.
E226662 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 way | Statement: [Balaam, associatedConcept, Balaam’s way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balaam’s way
Context triple: [Balaam, associatedConcept, Balaam’s way]
  • A. 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.
  • B. Balaam
    Balaam is a biblical figure depicted in the Old Testament as a non-Israelite diviner or prophet whose story involves attempts to curse Israel and a famous encounter with a talking donkey.
  • C. Prophets of Baal
    The Prophets of Baal were pagan religious functionaries in the Hebrew Bible who promoted the worship of the Canaanite storm god Baal in opposition to the God of Israel.
  • D. 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.
  • E. Moses Supposes
    "Moses Supposes" is a fast-paced comedic song-and-dance number from the classic musical film "Singin' in the Rain," known for its tongue-twisting lyrics and energetic choreography.
  • 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 way
Triple: [Balaam, associatedConcept, Balaam’s way]
Generated description
Balaam’s way is a biblical expression describing the pursuit of personal gain and compromise of God’s will, modeled after the prophet Balaam’s corrupt behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balaam’s way
Target entity description: Balaam’s way is a biblical expression describing the pursuit of personal gain and compromise of God’s will, modeled after the prophet Balaam’s corrupt behavior.
  • A. 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.
  • B. Balaam chosen
    Balaam is a biblical figure depicted in the Old Testament as a non-Israelite diviner or prophet whose story involves attempts to curse Israel and a famous encounter with a talking donkey.
  • C. Prophets of Baal
    The Prophets of Baal were pagan religious functionaries in the Hebrew Bible who promoted the worship of the Canaanite storm god Baal in opposition to the God of Israel.
  • D. 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.
  • E. Moses Supposes
    "Moses Supposes" is a fast-paced comedic song-and-dance number from the classic musical film "Singin' in the Rain," known for its tongue-twisting lyrics and energetic choreography.
  • 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_69ca843280488190bc65600e843ef9e6 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd52547f0c81908ed4f53b9f05ebaa completed April 1, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107a5fcc081909a2d743e9673fe9e completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1082f41b48190b8588bb986028f59 completed April 4, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69d108be82888190b0ec08119cd00b68 completed April 4, 2026, 12:49 p.m.
Created at: March 30, 2026, 7:47 p.m.