Triple

T9650414
Position Surface form Disambiguated ID Type / Status
Subject Tarhuna E233317 entity
Predicate nearbyCity P350 FINISHED
Object Bani Walid
Bani Walid is a town in northwestern Libya known as a traditional stronghold of the Warfalla tribe and a site of significant conflict during the 2011 Libyan civil war.
E811860 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: Bani Walid | Statement: [Tarhuna, nearbyCity, Bani Walid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bani Walid
Context triple: [Tarhuna, nearbyCity, Bani Walid]
  • A. Amr ibn Ma‘di Yakrib
    Amr ibn Ma‘di Yakrib was a famed pre-Islamic Arab warrior and poet of the Zubayd tribe, celebrated in Arabic tradition for his exceptional bravery and skill in battle.
  • B. Abu al-Zinad
    Abu al-Zinad was an early Islamic scholar and hadith transmitter known for his role in preserving and teaching prophetic traditions in Medina.
  • C. Siffin
    Siffin was an area on the banks of the Euphrates River in early Islamic Syria, historically significant as the site of a major 7th-century conflict between the forces of Caliph Ali and Mu'awiya.
  • D. Amr ibn Abd Wudd
    Amr ibn Abd Wudd was a renowned pre-Islamic Arab warrior of the Quraysh, famed for his strength and bravery and remembered for being slain in single combat by Ali ibn Abi Talib during the Battle of the Trench.
  • E. Auda abu Tayi
    Auda abu Tayi is a historical Bedouin tribal leader of the Howeitat, famously depicted as a fierce and charismatic ally of T. E. Lawrence during the Arab Revolt in the film "Lawrence of Arabia."
  • 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: Bani Walid
Triple: [Tarhuna, nearbyCity, Bani Walid]
Generated description
Bani Walid is a town in northwestern Libya known as a traditional stronghold of the Warfalla tribe and a site of significant conflict during the 2011 Libyan civil war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bani Walid
Target entity description: Bani Walid is a town in northwestern Libya known as a traditional stronghold of the Warfalla tribe and a site of significant conflict during the 2011 Libyan civil war.
  • A. Amr ibn Ma‘di Yakrib
    Amr ibn Ma‘di Yakrib was a famed pre-Islamic Arab warrior and poet of the Zubayd tribe, celebrated in Arabic tradition for his exceptional bravery and skill in battle.
  • B. Abu al-Zinad
    Abu al-Zinad was an early Islamic scholar and hadith transmitter known for his role in preserving and teaching prophetic traditions in Medina.
  • C. Siffin
    Siffin was an area on the banks of the Euphrates River in early Islamic Syria, historically significant as the site of a major 7th-century conflict between the forces of Caliph Ali and Mu'awiya.
  • D. Amr ibn Abd Wudd
    Amr ibn Abd Wudd was a renowned pre-Islamic Arab warrior of the Quraysh, famed for his strength and bravery and remembered for being slain in single combat by Ali ibn Abi Talib during the Battle of the Trench.
  • E. Auda abu Tayi
    Auda abu Tayi is a historical Bedouin tribal leader of the Howeitat, famously depicted as a fierce and charismatic ally of T. E. Lawrence during the Arab Revolt in the film "Lawrence of Arabia."
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9baf9a1c819098c407ea7d42e6d1 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1826780fc81909c418e82bd94c581 completed April 4, 2026, 9:28 p.m.
NEDg Description generation batch_69d1836d683081908bccf970e4b0980b completed April 4, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69d18412c4a08190bce431235e1102fc completed April 4, 2026, 9:35 p.m.
Created at: March 30, 2026, 8:13 p.m.