Triple

T12696069
Position Surface form Disambiguated ID Type / Status
Subject Bannu Basin E303336 entity
Predicate hasResearchProject P14971 FINISHED
Object Bannu Archaeological Project
The Bannu Archaeological Project is a long-term research initiative focused on investigating the prehistoric and historic archaeology of Pakistan’s Bannu Basin through systematic survey and excavation.
 E998302 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: Bannu Archaeological Project | Statement: [Bannu Basin, hasResearchProject, Bannu Archaeological Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bannu Archaeological Project
Context triple: [Bannu Basin, hasResearchProject, Bannu Archaeological Project]
  • A. K2 archaeological site
    The K2 archaeological site is an Iron Age settlement in South Africa known for its early evidence of complex social organization and trade that preceded the rise of the Mapungubwe kingdom.
  • B. Old Kandahar archaeological site
    Old Kandahar archaeological site is an ancient urban center in southern Afghanistan, widely regarded as the location of Alexandria in Arachosia founded by Alexander the Great.
  • C. Mingora Buddhist archaeological sites
    The Mingora Buddhist archaeological sites are a collection of ancient Buddhist ruins and relics in Pakistan’s Swat Valley, reflecting the region’s historical significance as a center of Gandharan Buddhist culture.
  • D. Italian Archaeological Mission in Swat
    The Italian Archaeological Mission in Swat is a long-running Italian research project dedicated to excavating, studying, and preserving the archaeological heritage of Pakistan’s Swat Valley.
  • E. Al-Bass archaeological site
    Al-Bass archaeological site is an extensive ancient necropolis and Roman-Byzantine archaeological complex in Tyre, Lebanon, renowned for its well-preserved hippodrome, monumental arch, and funerary structures.
  • 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: Bannu Archaeological Project
Triple: [Bannu Basin, hasResearchProject, Bannu Archaeological Project]
Generated description
The Bannu Archaeological Project is a long-term research initiative focused on investigating the prehistoric and historic archaeology of Pakistan’s Bannu Basin through systematic survey and excavation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bannu Archaeological Project
Target entity description: The Bannu Archaeological Project is a long-term research initiative focused on investigating the prehistoric and historic archaeology of Pakistan’s Bannu Basin through systematic survey and excavation.
  • A. K2 archaeological site
    The K2 archaeological site is an Iron Age settlement in South Africa known for its early evidence of complex social organization and trade that preceded the rise of the Mapungubwe kingdom.
  • B. Old Kandahar archaeological site
    Old Kandahar archaeological site is an ancient urban center in southern Afghanistan, widely regarded as the location of Alexandria in Arachosia founded by Alexander the Great.
  • C. Mingora Buddhist archaeological sites
    The Mingora Buddhist archaeological sites are a collection of ancient Buddhist ruins and relics in Pakistan’s Swat Valley, reflecting the region’s historical significance as a center of Gandharan Buddhist culture.
  • D. Italian Archaeological Mission in Swat
    The Italian Archaeological Mission in Swat is a long-running Italian research project dedicated to excavating, studying, and preserving the archaeological heritage of Pakistan’s Swat Valley.
  • E. Al-Bass archaeological site
    Al-Bass archaeological site is an extensive ancient necropolis and Roman-Byzantine archaeological complex in Tyre, Lebanon, renowned for its well-preserved hippodrome, monumental arch, and funerary structures.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ebd17081909f983567e4b36533 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671ae935c8190a7fc2cf3c0987248 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.