Triple

T1218822
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bir Hakeim E26170 entity
Predicate location P40 FINISHED
Object Libyan Desert
The Libyan Desert is a harsh, arid expanse in the eastern Sahara, spanning parts of Libya and neighboring countries and characterized by vast sand seas, rocky plateaus, and extreme climatic conditions.
E140285 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: Libyan Desert | Statement: [Battle of Bir Hakeim, location, Libyan Desert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan Desert
Context triple: [Battle of Bir Hakeim, location, Libyan Desert]
  • A. Nubian Desert
    The Nubian Desert is a hyper-arid region of the eastern Sahara in northeastern Sudan and northern Eritrea, characterized by rocky plateaus, sand dunes, and sparse vegetation along the Nile.
  • B. Arabian Desert
    The Arabian Desert is a vast arid region spanning much of the Arabian Peninsula, known for its extreme climate, expansive sand dunes, and significant oil-rich subsoil.
  • C. Syrian Desert
    The Syrian Desert is a vast arid plateau spanning parts of Syria, Iraq, Jordan, and Saudi Arabia, forming a major portion of the northern Arabian Desert region.
  • D. Sinai desert
    The Sinai Desert is a vast arid peninsula in northeastern Egypt, historically significant as a crossroads between Africa and Asia and as a major site of biblical and early Christian monastic tradition.
  • E. Sahara Desert
    The Sahara Desert is the world’s largest hot desert, spanning much of North Africa with vast sand seas, rocky plateaus, and extreme arid conditions.
  • 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: Libyan Desert
Triple: [Battle of Bir Hakeim, location, Libyan Desert]
Generated description
The Libyan Desert is a harsh, arid expanse in the eastern Sahara, spanning parts of Libya and neighboring countries and characterized by vast sand seas, rocky plateaus, and extreme climatic conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan Desert
Target entity description: The Libyan Desert is a harsh, arid expanse in the eastern Sahara, spanning parts of Libya and neighboring countries and characterized by vast sand seas, rocky plateaus, and extreme climatic conditions.
  • A. Nubian Desert
    The Nubian Desert is a hyper-arid region of the eastern Sahara in northeastern Sudan and northern Eritrea, characterized by rocky plateaus, sand dunes, and sparse vegetation along the Nile.
  • B. Arabian Desert
    The Arabian Desert is a vast arid region spanning much of the Arabian Peninsula, known for its extreme climate, expansive sand dunes, and significant oil-rich subsoil.
  • C. Syrian Desert
    The Syrian Desert is a vast arid plateau spanning parts of Syria, Iraq, Jordan, and Saudi Arabia, forming a major portion of the northern Arabian Desert region.
  • D. Sinai desert
    The Sinai Desert is a vast arid peninsula in northeastern Egypt, historically significant as a crossroads between Africa and Asia and as a major site of biblical and early Christian monastic tradition.
  • E. Sahara Desert
    The Sahara Desert is the world’s largest hot desert, spanning much of North Africa with vast sand seas, rocky plateaus, and extreme arid conditions.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be1d55a08190a138b2411a7c4376 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8a0d69f88190b3352016289b4a18 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8ac4e1648190b0b5b77eb617b3df completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b215458819080447a79e55e8ef0 completed March 7, 2026, 8:31 p.m.
Created at: March 1, 2026, 7:46 p.m.