Triple

T27852214
Position Surface form Disambiguated ID Type / Status
Subject Bangash E703983 entity
Predicate hasTribalSections P193049 FINISHED
Object Upper Bangash
Upper Bangash is a principal tribal subdivision of the Bangash Pashtun people, traditionally associated with specific clans and territories in the Kurram and surrounding regions.
 E1791544 NE FINISHED

How this triple was built (3 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: Upper Bangash | Statement: [Bangash, hasTribalSections, Upper Bangash]
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: Upper Bangash
Triple: [Bangash, hasTribalSections, Upper Bangash]
Generated description
Upper Bangash is a principal tribal subdivision of the Bangash Pashtun people, traditionally associated with specific clans and territories in the Kurram and surrounding regions.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasTribalSections
Context triple: [Bangash, hasTribalSections, Upper Bangash]
  • A. hasTribalPresence
    Indicates that a tribal group is present, active, or represented in relation to the referenced entity or location.
  • B. hasTribalMembers
    Indicates that a group, organization, or entity includes individuals who are recognized as members of a specific tribe.
  • C. hasTribalFlag
    Indicates that an entity possesses, displays, or is associated with a specific tribal flag.
  • D. hasTeenSection
    Indicates that an entity includes or provides a designated section or area specifically intended for teenagers.
  • E. hasTribalMembersFrom
    Indicates that an entity includes or is composed of members originating from a specified tribe or tribal group.
  • F. None of above. chosen

Provenance (7 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_69ef840e614c8190a88cf9638c14a265 completed April 27, 2026, 3:43 p.m.
NER Named-entity recognition batch_69fd37b695c88190855801626f91c4cd completed May 8, 2026, 1:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a12f73da338819089f56c2cccce25d7 completed May 24, 2026, 1:03 p.m.
NEDg Description generation batch_6a12f7ff676c8190aee03de906240938 completed May 24, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a12fbae881c8190a13234bf6ad26f8f completed May 24, 2026, 1:22 p.m.
PD Predicate disambiguation batch_69fd374cccf08190a230e87164af5938 completed May 8, 2026, 1:07 a.m.
PDg Predicate description generation batch_69fd37b45b4481908b947b52fbcb7ade completed May 8, 2026, 1:09 a.m.
Created at: April 27, 2026, 6:11 p.m.