Triple

T31005786
Position Surface form Disambiguated ID Type / Status
Subject Edward Glaeser E790060 entity
Predicate authorOf P4244 FINISHED
Object Cities, Agglomeration and Spatial Equilibrium
"Cities, Agglomeration and Spatial Equilibrium" is an influential economics book that analyzes how urbanization, clustering of economic activity, and market forces shape the size, structure, and productivity of cities.
 E1942487 NE FINISHED

How this triple was built (2 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: Cities, Agglomeration and Spatial Equilibrium | Statement: [Edward Glaeser, authorOf, Cities, Agglomeration and Spatial Equilibrium]
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: Cities, Agglomeration and Spatial Equilibrium
Triple: [Edward Glaeser, authorOf, Cities, Agglomeration and Spatial Equilibrium]
Generated description
"Cities, Agglomeration and Spatial Equilibrium" is an influential economics book that analyzes how urbanization, clustering of economic activity, and market forces shape the size, structure, and productivity of cities.

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_69f224c73ca48190a1e46cb58ad4045b completed April 29, 2026, 3:33 p.m.
NER Named-entity recognition batch_69f69444e6388190b86b278fe5ebce92 completed May 3, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a2918366c448190839e5d1538e616e7 completed June 10, 2026, 7:54 a.m.
NEDg Description generation batch_6a2919bc8e548190bcfb5cd9255d83f8 completed June 10, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_6a291a7f7804819099458886138be398 completed June 10, 2026, 8:04 a.m.
Created at: April 29, 2026, 8:57 p.m.