Triple

T5420347
Position Surface form Disambiguated ID Type / Status
Subject John Hamilton E121232 entity
Predicate hasAbbreviation P43 FINISHED
Object J. Hamilton
J. Hamilton is the abbreviated form of the name John Hamilton, commonly used in written references and citations.
 E521100 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: J. Hamilton | Statement: [John Hamilton, hasAbbreviation, J. Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. Hamilton
Context triple: [John Hamilton, hasAbbreviation, J. Hamilton]
  • A. Walter Hamilton
    Walter Hamilton is a relatively obscure individual whose primary distinction is sharing the surname associated with the more widely known Hamilton family name.
  • B. John Milton Hamilton
    John Milton Hamilton was an individual significant enough in regional history or exploration that Mount Hamilton was named in his honor.
  • C. Joseph Hamilton
    Joseph Hamilton is a relatively common personal name shared by multiple individuals across various professions, including politics, science, and the arts.
  • D. Neil Hamilton
    Neil Hamilton was an American actor best known for his roles in early Hollywood films and later as Commissioner Gordon in the 1960s "Batman" television series.
  • E. Neil Hamilton
    Neil Hamilton is a British politician and former Conservative MP who became widely known for his involvement in the 1990s "cash-for-questions" parliamentary lobbying scandal.
  • 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: J. Hamilton
Triple: [John Hamilton, hasAbbreviation, J. Hamilton]
Generated description
J. Hamilton is the abbreviated form of the name John Hamilton, commonly used in written references and citations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. Hamilton
Target entity description: J. Hamilton is the abbreviated form of the name John Hamilton, commonly used in written references and citations.
  • A. Walter Hamilton
    Walter Hamilton is a relatively obscure individual whose primary distinction is sharing the surname associated with the more widely known Hamilton family name.
  • B. John Milton Hamilton
    John Milton Hamilton was an individual significant enough in regional history or exploration that Mount Hamilton was named in his honor.
  • C. Joseph Hamilton
    Joseph Hamilton is a relatively common personal name shared by multiple individuals across various professions, including politics, science, and the arts.
  • D. Neil Hamilton
    Neil Hamilton was an American actor best known for his roles in early Hollywood films and later as Commissioner Gordon in the 1960s "Batman" television series.
  • E. Neil Hamilton
    Neil Hamilton is a British politician and former Conservative MP who became widely known for his involvement in the 1990s "cash-for-questions" parliamentary lobbying scandal.
  • 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87e8f1cc81908b997f8a417697c0 completed March 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4123bab881908379e7612d5b39b9 completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf41efb7748190acefa796eb4e4bed completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf42654a108190b271f78616eea25a completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:06 p.m.