Triple
T3611614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jules Reyes |
E76500
|
entity |
| Predicate | allyOf |
P4662
|
FINISHED |
| Object |
Spartan-IV Amaya Namani
Spartan-IV Amaya Namani is a supersoldier of the UNSC Spartan-IV program in the Halo universe, known for her combat role alongside fellow Spartan Jules Reyes.
|
E373081
|
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: Spartan-IV Amaya Namani | Statement: [Jules Reyes, allyOf, Spartan-IV Amaya Namani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartan-IV Amaya Namani Context triple: [Jules Reyes, allyOf, Spartan-IV Amaya Namani]
-
A.
Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
-
B.
Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
-
C.
Janiece
Janiece is a feminine given name, typically considered a modern or variant spelling of the name Janice.
-
D.
Seven of Nine
Seven of Nine is a former Borg drone and central Star Trek: Voyager character known for her struggle to regain her humanity after being severed from the Borg Collective.
-
E.
Laleia
Laleia is a town in northern Timor-Leste known as the birthplace of independence leader and former president Xanana Gusmão.
- 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: Spartan-IV Amaya Namani Triple: [Jules Reyes, allyOf, Spartan-IV Amaya Namani]
Generated description
Spartan-IV Amaya Namani is a supersoldier of the UNSC Spartan-IV program in the Halo universe, known for her combat role alongside fellow Spartan Jules Reyes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spartan-IV Amaya Namani Target entity description: Spartan-IV Amaya Namani is a supersoldier of the UNSC Spartan-IV program in the Halo universe, known for her combat role alongside fellow Spartan Jules Reyes.
-
A.
Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
-
B.
Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
-
C.
Janiece
Janiece is a feminine given name, typically considered a modern or variant spelling of the name Janice.
-
D.
Seven of Nine
Seven of Nine is a former Borg drone and central Star Trek: Voyager character known for her struggle to regain her humanity after being severed from the Borg Collective.
-
E.
Laleia
Laleia is a town in northern Timor-Leste known as the birthplace of independence leader and former president Xanana Gusmão.
- 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_69ad85da0ba481908b3b48c69efe2b98 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc22e5b30819084184b730732c727 |
completed | March 8, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b433136c94819099bc1d3846e54b07 |
completed | March 13, 2026, 3:53 p.m. |
| NEDg | Description generation | batch_69b43710e1f48190b581c93a9f5003de |
completed | March 13, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b43777745c819097be79cd889da55c |
completed | March 13, 2026, 4:12 p.m. |
Created at: March 8, 2026, 3:23 p.m.