Triple

T7365373
Position Surface form Disambiguated ID Type / Status
Subject Indus script E169855 entity
Predicate notableResearcher P22 FINISHED
Object Asko Parpola
Asko Parpola is a Finnish Indologist and scholar best known for his extensive research on the Indus Valley Civilization and attempts to decipher the Indus script.
E655203 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: Asko Parpola | Statement: [Indus script, notableResearcher, Asko Parpola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asko Parpola
Context triple: [Indus script, notableResearcher, Asko Parpola]
  • A. Emil Possehl
    Emil Possehl was a German industrialist and philanthropist from Lübeck, best known for building a major iron ore and steel trading empire and for endowing the Possehl Foundation to support his hometown.
  • B. Aleida Assmann
    Aleida Assmann is a German cultural scientist and literary scholar renowned for her influential work on cultural memory and remembrance.
  • C. Jonathan Mark Kenoyer
    Jonathan Mark Kenoyer is an American archaeologist and Indus Valley Civilization specialist known for his extensive research and leadership in excavations at the ancient city of Harappa in present-day Pakistan.
  • D. Albert Lord
    Albert Lord was an American scholar of oral tradition best known for his influential work on the composition and transmission of epic poetry, particularly in relation to Homeric epics.
  • E. E. C. Pingree
    E. C. Pingree was a notable individual after whom the village of Pingree Grove, Illinois, was named, likely reflecting his significance in the area's early history or development.
  • 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: Asko Parpola
Triple: [Indus script, notableResearcher, Asko Parpola]
Generated description
Asko Parpola is a Finnish Indologist and scholar best known for his extensive research on the Indus Valley Civilization and attempts to decipher the Indus script.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asko Parpola
Target entity description: Asko Parpola is a Finnish Indologist and scholar best known for his extensive research on the Indus Valley Civilization and attempts to decipher the Indus script.
  • A. Emil Possehl
    Emil Possehl was a German industrialist and philanthropist from Lübeck, best known for building a major iron ore and steel trading empire and for endowing the Possehl Foundation to support his hometown.
  • B. Aleida Assmann
    Aleida Assmann is a German cultural scientist and literary scholar renowned for her influential work on cultural memory and remembrance.
  • C. Jonathan Mark Kenoyer chosen
    Jonathan Mark Kenoyer is an American archaeologist and Indus Valley Civilization specialist known for his extensive research and leadership in excavations at the ancient city of Harappa in present-day Pakistan.
  • D. Albert Lord
    Albert Lord was an American scholar of oral tradition best known for his influential work on the composition and transmission of epic poetry, particularly in relation to Homeric epics.
  • E. E. C. Pingree
    E. C. Pingree was a notable individual after whom the village of Pingree Grove, Illinois, was named, likely reflecting his significance in the area's early history or development.
  • F. None of above.

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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f161d76081909da6d698fb3d8bb1 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fab704008190ad07e12ead1a13ed completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fdc524c081909ba9f584b783eded completed March 28, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7fe4702348190acc48eaec934630a completed March 28, 2026, 4:13 p.m.
Created at: March 27, 2026, 3:06 p.m.