Triple

T9283864
Position Surface form Disambiguated ID Type / Status
Subject Robert C. Weaver E223135 entity
Predicate notableWork P4 FINISHED
Object The Urban Complex
The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
E789574 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: The Urban Complex | Statement: [Robert C. Weaver, notableWork, The Urban Complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Urban Complex
Context triple: [Robert C. Weaver, notableWork, The Urban Complex]
  • A. Terminus City
    Terminus City is the principal urban center and political hub of the planet Terminus in Isaac Asimov’s Foundation series, serving as the seat of the Foundation’s early government and activity.
  • B. Enclave
    The Enclave is a secretive, authoritarian faction in the Fallout series that claims to be the remnant of the pre-war U.S. government and pursues ruthless control over the post-apocalyptic wasteland.
  • C. Hangar 18
    "Hangar 18" is a popular thrash metal song by Megadeth, known for its intricate guitar work and lyrics about government cover-ups of extraterrestrial life.
  • D. The Doomed City
    The Doomed City is a philosophical science fiction novel by Arkady and Boris Strugatsky that explores a mysterious experimental city where inhabitants face moral, social, and existential challenges.
  • E. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • 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: The Urban Complex
Triple: [Robert C. Weaver, notableWork, The Urban Complex]
Generated description
The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Urban Complex
Target entity description: The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
  • A. Terminus City
    Terminus City is the principal urban center and political hub of the planet Terminus in Isaac Asimov’s Foundation series, serving as the seat of the Foundation’s early government and activity.
  • B. Enclave
    The Enclave is a secretive, authoritarian faction in the Fallout series that claims to be the remnant of the pre-war U.S. government and pursues ruthless control over the post-apocalyptic wasteland.
  • C. Hangar 18
    "Hangar 18" is a popular thrash metal song by Megadeth, known for its intricate guitar work and lyrics about government cover-ups of extraterrestrial life.
  • D. The Doomed City
    The Doomed City is a philosophical science fiction novel by Arkady and Boris Strugatsky that explores a mysterious experimental city where inhabitants face moral, social, and existential challenges.
  • E. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd081e72988190917f425e64631837 completed April 1, 2026, 11:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b2134d408190b21c7dc642549fe4 completed April 4, 2026, 6:39 a.m.
NEDg Description generation batch_69d0b301659481909c1865884421fcde completed April 4, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69d0b38ae1ec8190b36019d3a642290d completed April 4, 2026, 6:45 a.m.
Created at: March 30, 2026, 7:34 p.m.