Triple

T14075522
Position Surface form Disambiguated ID Type / Status
Subject Glassboro State College E338721 entity
Predicate hasAlumni P51 FINISHED
Object Robert J. Damminger
Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
E1260051 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: Robert J. Damminger | Statement: [Glassboro State College, hasAlumni, Robert J. Damminger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert J. Damminger
Context triple: [Glassboro State College, hasAlumni, Robert J. Damminger]
  • A. Glenn S. Dumke
    Glenn S. Dumke was an American historian and academic administrator best known for leading and expanding the California State University system during his long tenure as its chancellor.
  • B. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • C. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • D. Richard A. Diehl
    Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
  • E. Ronald A. Rittenmeyer
    Ronald A. Rittenmeyer is an American business executive known for leading major corporations, including serving in top leadership roles at Electronic Data Systems and later at Tenet Healthcare.
  • 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: Robert J. Damminger
Triple: [Glassboro State College, hasAlumni, Robert J. Damminger]
Generated description
Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert J. Damminger
Target entity description: Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
  • A. Glenn S. Dumke
    Glenn S. Dumke was an American historian and academic administrator best known for leading and expanding the California State University system during his long tenure as its chancellor.
  • B. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • C. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • D. Richard A. Diehl
    Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
  • E. Ronald A. Rittenmeyer
    Ronald A. Rittenmeyer is an American business executive known for leading major corporations, including serving in top leadership roles at Electronic Data Systems and later at Tenet Healthcare.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5cdd288190914e1d57321b3554 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01792dc0b08190a0871959ce752313 completed May 11, 2026, 6:37 a.m.
NEDg Description generation batch_6a0179f16af481909f409adb5367f021 completed May 11, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a017ad8480881909ca9a9982585b08d completed May 11, 2026, 6:44 a.m.
Created at: April 9, 2026, 10:21 p.m.