Triple

T545621
Position Surface form Disambiguated ID Type / Status
Subject Maricopa language E12725 entity
Predicate hasLinguisticDescriptionBy P15526 FINISHED
Object Theodore B. Fernald
Theodore B. Fernald is a linguist known for his descriptive and analytical work on the Maricopa language.
E205641 NE FINISHED

How this triple was built (5 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: Theodore B. Fernald | Statement: [Maricopa language, hasLinguisticDescriptionBy, Theodore B. Fernald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore B. Fernald
Context triple: [Maricopa language, hasLinguisticDescriptionBy, Theodore B. Fernald]
  • A. George A. Perkins
    George A. Perkins was an American lawyer best known as a founding partner of the prominent U.S. law firm Perkins Coie.
  • B. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • C. George C. Perkins
    George C. Perkins was an American politician and businessman who served as the 14th governor of California and later as a U.S. Senator.
  • D. Frank B. Jewett
    Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
  • E. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • 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: Theodore B. Fernald
Triple: [Maricopa language, hasLinguisticDescriptionBy, Theodore B. Fernald]
Generated description
Theodore B. Fernald is a linguist known for his descriptive and analytical work on the Maricopa language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore B. Fernald
Target entity description: Theodore B. Fernald is a linguist known for his descriptive and analytical work on the Maricopa language.
  • A. George A. Perkins
    George A. Perkins was an American lawyer best known as a founding partner of the prominent U.S. law firm Perkins Coie.
  • B. William C. Redfield
    William C. Redfield was an American politician and businessman who became the inaugural U.S. Secretary of Commerce in the early 20th century.
  • C. George C. Perkins
    George C. Perkins was an American politician and businessman who served as the 14th governor of California and later as a U.S. Senator.
  • D. Frank B. Jewett
    Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
  • E. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLinguisticDescriptionBy
Context triple: [Maricopa language, hasLinguisticDescriptionBy, Theodore B. Fernald]
  • A. hasLinguisticFeature
    Indicates that an entity possesses a particular linguistic property, trait, or characteristic.
  • B. hasLinguisticElement
    Indicates that one entity includes, is associated with, or is characterized by a particular linguistic component such as a word, phrase, symbol, or other language element.
  • C. hasLinguisticCode
    Indicates that an entity is associated with a specific linguistic identifier or code (such as a language or script code) that characterizes its linguistic properties.
  • D. hasDescription
    Indicates that an entity is associated with a textual description that explains or characterizes it.
  • E. hasLinguisticTypology
    Indicates a relationship where a language or linguistic system is characterized by a specific typological classification or structural type.
  • F. None of above. chosen

Provenance (7 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dfec5c81908b76d723b30dc2f0 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69adc96f0704819088ec7b4b8f37736e completed March 8, 2026, 7:09 p.m.
NEDg Description generation batch_69adcaed1f788190b14c3e2d2c3036d9 completed March 8, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69adcbee97e88190adc1315c0a5013ab completed March 8, 2026, 7:20 p.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
PDg Predicate description generation batch_69a49858abd48190bd4b002a93e4a908 completed March 1, 2026, 7:49 p.m.
Created at: March 1, 2026, 7:32 p.m.