Triple

T17412942
Position Surface form Disambiguated ID Type / Status
Subject Lodhran E423413 entity
Predicate roadConnection P385 FINISHED
Object Roads to Multan
Roads to Multan are the key transport routes linking the city of Multan with surrounding districts and regions, facilitating regional trade and travel in southern Punjab, Pakistan.
E1267366 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: Roads to Multan | Statement: [Lodhran, roadConnection, Roads to Multan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roads to Multan
Context triple: [Lodhran, roadConnection, Roads to Multan]
  • A. Le roi de Lahore
    Le roi de Lahore is a five-act French grand opera by Jules Massenet, first performed in 1877 and set in medieval India with themes of love, sacrifice, and reincarnation.
  • B. Mughal Subah of Multan
    The Mughal Subah of Multan was an important provincial division of the Mughal Empire in northwestern South Asia, centered on the historic city of Multan and serving as a strategic frontier region.
  • C. Afghan defenders of Multan
    The Afghan defenders of Multan were the Afghan-led forces that held and protected the fortified city of Multan during the historic siege and battle fought there.
  • D. Multan, the City of Saints
    Multan, the City of Saints, is a historic city in southern Pakistan renowned for its numerous Sufi shrines, rich Islamic heritage, and role as a major cultural and commercial center of the region.
  • E. Khak-e Safid
    Khak-e Safid is a rural settlement in western Afghanistan known primarily as a district center within Farah Province.
  • 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: Roads to Multan
Triple: [Lodhran, roadConnection, Roads to Multan]
Generated description
Roads to Multan are the key transport routes linking the city of Multan with surrounding districts and regions, facilitating regional trade and travel in southern Punjab, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roads to Multan
Target entity description: Roads to Multan are the key transport routes linking the city of Multan with surrounding districts and regions, facilitating regional trade and travel in southern Punjab, Pakistan.
  • A. Le roi de Lahore
    Le roi de Lahore is a five-act French grand opera by Jules Massenet, first performed in 1877 and set in medieval India with themes of love, sacrifice, and reincarnation.
  • B. Mughal Subah of Multan
    The Mughal Subah of Multan was an important provincial division of the Mughal Empire in northwestern South Asia, centered on the historic city of Multan and serving as a strategic frontier region.
  • C. Afghan defenders of Multan
    The Afghan defenders of Multan were the Afghan-led forces that held and protected the fortified city of Multan during the historic siege and battle fought there.
  • D. Multan, the City of Saints
    Multan, the City of Saints, is a historic city in southern Pakistan renowned for its numerous Sufi shrines, rich Islamic heritage, and role as a major cultural and commercial center of the region.
  • E. Khak-e Safid
    Khak-e Safid is a rural settlement in western Afghanistan known primarily as a district center within Farah Province.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b0c12b881908b2ddc13678c7a75 completed April 19, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7fdb4348190a905b476379c3245 completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a886818881909f237f69c6d77f93 completed May 11, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a01a9183410819083c8239e3ce38ea2 completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.