Triple

T21580542
Position Surface form Disambiguated ID Type / Status
Subject Grady Gammage E532509 entity
Predicate familyName P18 FINISHED
Object Gammage
Gammage is a surname most notably associated with Grady Gammage, an influential American educator and university president.
 E1491266 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: Gammage | Statement: [Grady Gammage, familyName, Gammage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gammage
Context triple: [Grady Gammage, familyName, Gammage]
  • A. Casa Grande, Arizona
    Casa Grande, Arizona is a mid-sized desert city in central Arizona known for its agricultural roots, growing suburban communities, and role as a regional hub between Phoenix and Tucson.
  • B. Ellwood Mesa
    Ellwood Mesa is a coastal open space and nature preserve in Goleta, California, known for its bluffs, beaches, and seasonal monarch butterfly groves.
  • C. Desert View
    Desert View is a scenic overlook on the South Rim of the Grand Canyon known for its expansive canyon vistas and historic Desert View Watchtower.
  • D. Hopi Point
    Hopi Point is one of the Grand Canyon’s most popular South Rim overlooks, renowned for its expansive panoramic views and spectacular sunrise and sunset vistas.
  • E. Hohokam Park
    Hohokam Park was the original name of the baseball facility in Mesa, Arizona, that later became known as Hohokam Stadium, long used for Major League Baseball spring training.
  • 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: Gammage
Triple: [Grady Gammage, familyName, Gammage]
Generated description
Gammage is a surname most notably associated with Grady Gammage, an influential American educator and university president.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gammage
Target entity description: Gammage is a surname most notably associated with Grady Gammage, an influential American educator and university president.
  • A. Casa Grande, Arizona
    Casa Grande, Arizona is a mid-sized desert city in central Arizona known for its agricultural roots, growing suburban communities, and role as a regional hub between Phoenix and Tucson.
  • B. Ellwood Mesa
    Ellwood Mesa is a coastal open space and nature preserve in Goleta, California, known for its bluffs, beaches, and seasonal monarch butterfly groves.
  • C. Desert View
    Desert View is a scenic overlook on the South Rim of the Grand Canyon known for its expansive canyon vistas and historic Desert View Watchtower.
  • D. Hopi Point
    Hopi Point is one of the Grand Canyon’s most popular South Rim overlooks, renowned for its expansive panoramic views and spectacular sunrise and sunset vistas.
  • E. Hohokam Park
    Hohokam Park was the original name of the baseball facility in Mesa, Arizona, that later became known as Hohokam Stadium, long used for Major League Baseball spring training.
  • 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb5c496c819093113dd5790fca48 completed April 27, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f67889bc81908d640cbe0bc4b121 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f70d94308190b1c8f11e0a93b883 completed May 17, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09f7f91058819081d7230042ec080c completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:31 p.m.