Triple

T9005778
Position Surface form Disambiguated ID Type / Status
Subject Islamic State – Libya Province E215139 entity
Predicate alsoKnownAs P39 FINISHED
Object Wilayat Barqa
Wilayat Barqa is the Islamic State’s former provincial branch operating in Libya’s eastern Cyrenaica region, known for insurgent and terrorist activities during the Libyan civil conflict.
E770689 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: Wilayat Barqa | Statement: [Islamic State – Libya Province, alsoKnownAs, Wilayat Barqa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilayat Barqa
Context triple: [Islamic State – Libya Province, alsoKnownAs, Wilayat Barqa]
  • A. Red Sea state
    Red Sea state is a coastal state in northeastern Sudan along the Red Sea, known for its strategic port city of Port Sudan and its role as the country’s main maritime gateway.
  • B. Wilayat Sinai
    Wilayat Sinai is an Islamic State-affiliated militant group based in Egypt’s Sinai Peninsula, known for conducting insurgent and terrorist attacks against Egyptian security forces and other targets.
  • C. Gezira State
    Gezira State is an agricultural region in east-central Sudan, known for the large-scale Gezira irrigation scheme between the Blue and White Nile rivers.
  • D. Red Sea Governorate
    Red Sea Governorate is an Egyptian administrative region along the Red Sea coast, known for its major resort cities like Hurghada and Marsa Alam and its tourism-driven economy.
  • E. Al Furjan
    Al Furjan is a master-planned residential community in Dubai, United Arab Emirates, known for its family-friendly environment, villas and apartments, and proximity to major city hubs.
  • 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: Wilayat Barqa
Triple: [Islamic State – Libya Province, alsoKnownAs, Wilayat Barqa]
Generated description
Wilayat Barqa is the Islamic State’s former provincial branch operating in Libya’s eastern Cyrenaica region, known for insurgent and terrorist activities during the Libyan civil conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilayat Barqa
Target entity description: Wilayat Barqa is the Islamic State’s former provincial branch operating in Libya’s eastern Cyrenaica region, known for insurgent and terrorist activities during the Libyan civil conflict.
  • A. Red Sea state
    Red Sea state is a coastal state in northeastern Sudan along the Red Sea, known for its strategic port city of Port Sudan and its role as the country’s main maritime gateway.
  • B. Wilayat Sinai
    Wilayat Sinai is an Islamic State-affiliated militant group based in Egypt’s Sinai Peninsula, known for conducting insurgent and terrorist attacks against Egyptian security forces and other targets.
  • C. Gezira State
    Gezira State is an agricultural region in east-central Sudan, known for the large-scale Gezira irrigation scheme between the Blue and White Nile rivers.
  • D. Red Sea Governorate
    Red Sea Governorate is an Egyptian administrative region along the Red Sea coast, known for its major resort cities like Hurghada and Marsa Alam and its tourism-driven economy.
  • E. Al Furjan
    Al Furjan is a master-planned residential community in Dubai, United Arab Emirates, known for its family-friendly environment, villas and apartments, and proximity to major city hubs.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bc6e208190b0c01e3761c04799 completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e3f0c88190ae688632be25e5c9 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.