Triple

T6928758
Position Surface form Disambiguated ID Type / Status
Subject Robert Hepler Lowe E160380 entity
Predicate middleName P143 FINISHED
Object Hepler
Hepler is the middle name of American actor and filmmaker Rob Lowe, whose full name is Robert Hepler Lowe.
 E628864 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: Hepler | Statement: [Robert Hepler Lowe, middleName, Hepler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hepler
Context triple: [Robert Hepler Lowe, middleName, Hepler]
  • A. Hooperman
    Hooperman is an American television dramedy series from the late 1980s starring John Ritter as a San Francisco police inspector balancing his personal and professional life.
  • B. Rilland
    Rilland is a village in the Dutch province of Zeeland, located on the island of Zuid-Beveland.
  • C. Weaver
    Weaver is a common English occupational surname historically given to people who worked as weavers of cloth or textiles.
  • D. Weaver
    Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
  • E. Reidy
    Reidy is the surname of Affonso Eduardo Reidy, a prominent Brazilian modernist architect known for influential public housing and cultural projects in Rio de Janeiro.
  • 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: Hepler
Triple: [Robert Hepler Lowe, middleName, Hepler]
Generated description
Hepler is the middle name of American actor and filmmaker Rob Lowe, whose full name is Robert Hepler Lowe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hepler
Target entity description: Hepler is the middle name of American actor and filmmaker Rob Lowe, whose full name is Robert Hepler Lowe.
  • A. Hooperman
    Hooperman is an American television dramedy series from the late 1980s starring John Ritter as a San Francisco police inspector balancing his personal and professional life.
  • B. Rilland
    Rilland is a village in the Dutch province of Zeeland, located on the island of Zuid-Beveland.
  • C. Weaver
    Weaver is a common English occupational surname historically given to people who worked as weavers of cloth or textiles.
  • D. Weaver
    Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
  • E. Reidy
    Reidy is the surname of Affonso Eduardo Reidy, a prominent Brazilian modernist architect known for influential public housing and cultural projects in Rio de Janeiro.
  • 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da1de28881908579bc198e74203e completed March 27, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7514774d88190af212d7953014703 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7524d677c81909531ba9bb46f2632 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752bef2808190843f3cad53aa5702 completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:27 p.m.