Triple

T1248220
Position Surface form Disambiguated ID Type / Status
Subject American University of Beirut E26815 entity
Predicate locatedIn P40 FINISHED
Object Ras Beirut
Ras Beirut is a vibrant, historically cosmopolitan coastal district of Beirut known for its cultural diversity, educational institutions, and lively urban atmosphere.
E141864 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: Ras Beirut | Statement: [American University of Beirut, locatedIn, Ras Beirut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ras Beirut
Context triple: [American University of Beirut, locatedIn, Ras Beirut]
  • A. Kel Ajjer
    Kel Ajjer is a prominent Tuareg confederation traditionally inhabiting the central Sahara region spanning parts of present-day Algeria and Libya.
  • B. Fes el-Jdid
    Fes el-Jdid is a historic quarter of the Moroccan city of Fez, known for housing the Royal Palace and serving as a former administrative and military center.
  • C. Al-Awja
    Al-Awja is a small village near Tikrit in northern Iraq, best known as the birthplace and burial site of former Iraqi president Saddam Hussein.
  • D. Jabala
    Jabala is a historic coastal city in modern-day Syria that served as a significant urban center during the Crusader-era Principality of Antioch.
  • E. Maharraqa
    Maharraqa was an ancient Nubian settlement in Lower Nubia, near the Nile in what is now southern Egypt or northern Sudan, notable for its archaeological remains including a Roman-period temple.
  • 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: Ras Beirut
Triple: [American University of Beirut, locatedIn, Ras Beirut]
Generated description
Ras Beirut is a vibrant, historically cosmopolitan coastal district of Beirut known for its cultural diversity, educational institutions, and lively urban atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ras Beirut
Target entity description: Ras Beirut is a vibrant, historically cosmopolitan coastal district of Beirut known for its cultural diversity, educational institutions, and lively urban atmosphere.
  • A. Kel Ajjer
    Kel Ajjer is a prominent Tuareg confederation traditionally inhabiting the central Sahara region spanning parts of present-day Algeria and Libya.
  • B. Fes el-Jdid
    Fes el-Jdid is a historic quarter of the Moroccan city of Fez, known for housing the Royal Palace and serving as a former administrative and military center.
  • C. Al-Awja
    Al-Awja is a small village near Tikrit in northern Iraq, best known as the birthplace and burial site of former Iraqi president Saddam Hussein.
  • D. Jabala
    Jabala is a historic coastal city in modern-day Syria that served as a significant urban center during the Crusader-era Principality of Antioch.
  • E. Maharraqa
    Maharraqa was an ancient Nubian settlement in Lower Nubia, near the Nile in what is now southern Egypt or northern Sudan, notable for its archaeological remains including a Roman-period temple.
  • 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_69a49487a9c48190ba9b05348fd1b53f completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf827e088190a16d845cea14f2c9 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f7f59148190a9f1cbd4af8a115e completed March 7, 2026, 8:50 p.m.
NEDg Description generation batch_69ac8ff7ae0c81908ca8ace1f4159383 completed March 7, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69ac905e121c819093c9d960b53a45b7 completed March 7, 2026, 8:53 p.m.
Created at: March 1, 2026, 7:47 p.m.