Triple

T2707894

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jethro	`E59385`	entity
Predicate	otherNames	`P39`	FINISHED
Object	Hobab (in some traditions or identifications) Hobab (in some traditions or identifications) is a biblical figure sometimes associated with Jethro’s family, variably identified as his son or another close Midianite relative who guided the Israelites in the wilderness.	`E290900`	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: Hobab (in some traditions or identifications) | Statement: [Jethro, otherNames, Hobab (in some traditions or identifications)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hobab (in some traditions or identifications)
Context triple: [Jethro, otherNames, Hobab (in some traditions or identifications)]

A. Sheshbazzar (in some interpretations)
Sheshbazzar (in some interpretations) is a biblical figure associated with the early return of Jewish exiles from Babylon and the initial rebuilding efforts of the Temple in Jerusalem.
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. Heman the Ezrahite
Heman the Ezrahite is a biblical figure traditionally regarded as the wise author of Psalm 88 and noted for his exceptional wisdom in the Old Testament.
D. Shobab
Shobab is a lesser-known son of King David of Israel and Bathsheba, mentioned briefly in the Hebrew Bible.
E. Obadiah
Obadiah is a short prophetic book of the Old Testament that delivers a judgment oracle against Edom and a vision of Israel’s restoration.
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: Hobab (in some traditions or identifications)
Triple: [Jethro, otherNames, Hobab (in some traditions or identifications)]

Generated description

Hobab (in some traditions or identifications) is a biblical figure sometimes associated with Jethro’s family, variably identified as his son or another close Midianite relative who guided the Israelites in the wilderness.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hobab (in some traditions or identifications)
Target entity description: Hobab (in some traditions or identifications) is a biblical figure sometimes associated with Jethro’s family, variably identified as his son or another close Midianite relative who guided the Israelites in the wilderness.

A. Sheshbazzar (in some interpretations)
Sheshbazzar (in some interpretations) is a biblical figure associated with the early return of Jewish exiles from Babylon and the initial rebuilding efforts of the Temple in Jerusalem.
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. Heman the Ezrahite
Heman the Ezrahite is a biblical figure traditionally regarded as the wise author of Psalm 88 and noted for his exceptional wisdom in the Old Testament.
D. Shobab
Shobab is a lesser-known son of King David of Israel and Bathsheba, mentioned briefly in the Hebrew Bible.
E. Obadiah
Obadiah is a short prophetic book of the Old Testament that delivers a judgment oracle against Edom and a vision of Israel’s restoration.
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_69ab4ac66bc88190b9e4afa5fc843f72`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abdd1fc30c81909ac06588d50abdf8`	completed	March 7, 2026, 8:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf7f99508190acfd00baec64b7e9`	completed	March 10, 2026, 5:43 a.m.
NEDg	Description generation	`batch_69afb02d8ff08190af2224c03b762c68`	completed	March 10, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb0ae71888190ab0675b7897f1589`	completed	March 10, 2026, 5:48 a.m.

Created at: March 6, 2026, 9:55 p.m.