Triple

T6579434
Position Surface form Disambiguated ID Type / Status
Subject Harvard Center for Geographic Analysis E157252 entity
Predicate collaboratesWith P37 FINISHED
Object Harvard research centers
Harvard research centers are specialized academic units within Harvard University that conduct focused, often interdisciplinary research across a wide range of fields.
E29104 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: Harvard research centers | Statement: [Harvard Center for Geographic Analysis, collaboratesWith, Harvard research centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harvard research centers
Context triple: [Harvard Center for Geographic Analysis, collaboratesWith, Harvard research centers]
  • A. Harvard research institutes
    Harvard research institutes are specialized centers within Harvard University that conduct advanced, interdisciplinary research across a wide range of scientific, medical, and scholarly fields.
  • B. Harvard John A. Paulson School of Engineering and Applied Sciences
    The Harvard John A. Paulson School of Engineering and Applied Sciences is Harvard University's engineering and applied sciences school, known for interdisciplinary research and education at the intersection of technology, science, and society.
  • C. Harvard teaching hospitals
    Harvard teaching hospitals are a group of major Boston-area academic medical centers affiliated with Harvard University that provide advanced clinical care, medical education, and research.
  • D. Harvard Graduate School of Arts and Sciences
    The Harvard Graduate School of Arts and Sciences is Harvard University's primary graduate school for advanced study and research in the arts, humanities, social sciences, and natural sciences.
  • E. Radcliffe Institute for Advanced Study
    The Radcliffe Institute for Advanced Study is a Harvard University institute dedicated to interdisciplinary research and scholarship, with a particular strength in the study of women, gender, and society.
  • 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: Harvard research centers
Triple: [Harvard Center for Geographic Analysis, collaboratesWith, Harvard research centers]
Generated description
Harvard research centers are specialized academic units within Harvard University that conduct focused, often interdisciplinary research across a wide range of fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harvard research centers
Target entity description: Harvard research centers are specialized academic units within Harvard University that conduct focused, often interdisciplinary research across a wide range of fields.
  • A. Harvard research institutes chosen
    Harvard research institutes are specialized centers within Harvard University that conduct advanced, interdisciplinary research across a wide range of scientific, medical, and scholarly fields.
  • B. Harvard John A. Paulson School of Engineering and Applied Sciences
    The Harvard John A. Paulson School of Engineering and Applied Sciences is Harvard University's engineering and applied sciences school, known for interdisciplinary research and education at the intersection of technology, science, and society.
  • C. Harvard teaching hospitals
    Harvard teaching hospitals are a group of major Boston-area academic medical centers affiliated with Harvard University that provide advanced clinical care, medical education, and research.
  • D. Harvard Graduate School of Arts and Sciences
    The Harvard Graduate School of Arts and Sciences is Harvard University's primary graduate school for advanced study and research in the arts, humanities, social sciences, and natural sciences.
  • E. Radcliffe Institute for Advanced Study
    The Radcliffe Institute for Advanced Study is a Harvard University institute dedicated to interdisciplinary research and scholarship, with a particular strength in the study of women, gender, and society.
  • 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_69c6882b3a108190b3a9eb343ae4162c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae8dad608190b4708368a7af6e5d completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56fe8f08190ad30773f29b207c5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d828620081909c1b4dfaa96efd62 completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8a3d194819080f33e179a8a8679 completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 1:54 p.m.