Triple

T9382614
Position Surface form Disambiguated ID Type / Status
Subject Henri Lefebvre E225821 entity
Predicate influenced P9 FINISHED
Object Manuel Castells
Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
E795605 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: Manuel Castells | Statement: [Henri Lefebvre, influenced, Manuel Castells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manuel Castells
Context triple: [Henri Lefebvre, influenced, Manuel Castells]
  • A. Howard Rheingold
    Howard Rheingold is an American writer, critic, and educator best known for his pioneering work on virtual communities, digital culture, and the social implications of new media technologies.
  • B. Yochai Benkler
    Yochai Benkler is a legal scholar and theorist known for his work on commons-based peer production, open-source collaboration, and the political economy of the digital age.
  • C. Nicholas Negroponte
    Nicholas Negroponte is an American architect and technology visionary best known as the founding director of the MIT Media Lab and a prominent advocate for the digital revolution.
  • D. John Seely Brown
    John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
  • E. Bob Meyrowitz
    Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
  • 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: Manuel Castells
Triple: [Henri Lefebvre, influenced, Manuel Castells]
Generated description
Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manuel Castells
Target entity description: Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
  • A. Howard Rheingold
    Howard Rheingold is an American writer, critic, and educator best known for his pioneering work on virtual communities, digital culture, and the social implications of new media technologies.
  • B. Yochai Benkler
    Yochai Benkler is a legal scholar and theorist known for his work on commons-based peer production, open-source collaboration, and the political economy of the digital age.
  • C. Nicholas Negroponte
    Nicholas Negroponte is an American architect and technology visionary best known as the founding director of the MIT Media Lab and a prominent advocate for the digital revolution.
  • D. John Seely Brown
    John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
  • E. Bob Meyrowitz
    Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50c11d648190b03cedbce0b72c60 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100ddec0c8190854fb5db36e840db completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1018738ec819098ccb9b7d37bb967 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d1024cfedc81908a97b5fe4970719a completed April 4, 2026, 12:21 p.m.
Created at: March 30, 2026, 7:44 p.m.