Triple
T14961890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartan-IV program |
E373082
|
entity |
| Predicate | associatedWithCharacter |
P1481
|
FINISHED |
| Object |
Commander Sarah Palmer
Commander Sarah Palmer is a prominent Spartan-IV supersoldier and commanding officer in the Halo universe, known for leading Spartan forces in high-risk military operations.
|
E1131738
|
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: Commander Sarah Palmer | Statement: [Spartan-IV program, associatedWithCharacter, Commander Sarah Palmer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commander Sarah Palmer Context triple: [Spartan-IV program, associatedWithCharacter, Commander Sarah Palmer]
-
A.
Commander Tanya Kirbuk
Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
-
B.
Commander Miranda Keyes
Commander Miranda Keyes is a prominent UNSC officer in the Halo video game series, known for her leadership, bravery, and pivotal role in humanity’s fight against the Covenant.
-
C.
Commander Kelly Grayson
Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Captain Carol Freeman
Captain Carol Freeman is the no-nonsense yet often beleaguered commanding officer of the California-class starship USS Cerritos in the animated series Star Trek: Lower Decks.
- 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: Commander Sarah Palmer Triple: [Spartan-IV program, associatedWithCharacter, Commander Sarah Palmer]
Generated description
Commander Sarah Palmer is a prominent Spartan-IV supersoldier and commanding officer in the Halo universe, known for leading Spartan forces in high-risk military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commander Sarah Palmer Target entity description: Commander Sarah Palmer is a prominent Spartan-IV supersoldier and commanding officer in the Halo universe, known for leading Spartan forces in high-risk military operations.
-
A.
Commander Tanya Kirbuk
Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
-
B.
Commander Miranda Keyes
Commander Miranda Keyes is a prominent UNSC officer in the Halo video game series, known for her leadership, bravery, and pivotal role in humanity’s fight against the Covenant.
-
C.
Commander Kelly Grayson
Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Captain Carol Freeman
Captain Carol Freeman is the no-nonsense yet often beleaguered commanding officer of the California-class starship USS Cerritos in the animated series Star Trek: Lower Decks.
- 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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6cece6881908cd8c8fe41583bee |
completed | April 15, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe969112d8819094e5d81a8ffa3b8a |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe9947a5848190bb1a27cabdd66939 |
completed | May 9, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe99e7e03c8190a3c3887e0e22859c |
completed | May 9, 2026, 2:20 a.m. |
Created at: April 10, 2026, 2:40 a.m.