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.