Triple
T13174690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firefly |
E313069
|
entity |
| Predicate | hasMainCharacter |
P1183
|
FINISHED |
| Object |
Shepherd Book
Shepherd Book is a mysterious, preacher-like character in the science fiction TV series "Firefly," known for his moral guidance and enigmatic past.
|
E1025162
|
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: Shepherd Book | Statement: [Firefly, hasMainCharacter, Shepherd Book]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepherd Book Context triple: [Firefly, hasMainCharacter, Shepherd Book]
-
A.
The Shepherd
The Shepherd is a pastoral painting by Dutch Golden Age artist Abraham Bloemaert, exemplifying his refined treatment of rural subjects and atmospheric landscapes.
-
B.
The Gentle Shepherd
The Gentle Shepherd is a celebrated 18th-century Scottish pastoral drama by Allan Ramsay that blends rustic comedy with social commentary and helped shape modern Scottish literary tradition.
-
C.
The Shepherd’s Dream
The Shepherd’s Dream is a dramatic Romantic-era painting by Henry Fuseli that depicts a fantastical, nightmarish vision inspired by literature and the subconscious.
-
D.
Shepherd’s Welcome
Shepherd’s Welcome is the opening track on Bill Callahan’s album "Shepherd in a Sheepskin Vest," setting the reflective, intimate tone for the record.
-
E.
The Sheepfold
The Sheepfold is a pastoral painting by French artist Charles Jacque, celebrated for its detailed and atmospheric depiction of rural life and livestock.
- 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: Shepherd Book Triple: [Firefly, hasMainCharacter, Shepherd Book]
Generated description
Shepherd Book is a mysterious, preacher-like character in the science fiction TV series "Firefly," known for his moral guidance and enigmatic past.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shepherd Book Target entity description: Shepherd Book is a mysterious, preacher-like character in the science fiction TV series "Firefly," known for his moral guidance and enigmatic past.
-
A.
The Shepherd
The Shepherd is a pastoral painting by Dutch Golden Age artist Abraham Bloemaert, exemplifying his refined treatment of rural subjects and atmospheric landscapes.
-
B.
The Gentle Shepherd
The Gentle Shepherd is a celebrated 18th-century Scottish pastoral drama by Allan Ramsay that blends rustic comedy with social commentary and helped shape modern Scottish literary tradition.
-
C.
The Shepherd’s Dream
The Shepherd’s Dream is a dramatic Romantic-era painting by Henry Fuseli that depicts a fantastical, nightmarish vision inspired by literature and the subconscious.
-
D.
Shepherd’s Welcome
Shepherd’s Welcome is the opening track on Bill Callahan’s album "Shepherd in a Sheepskin Vest," setting the reflective, intimate tone for the record.
-
E.
The Sheepfold
The Sheepfold is a pastoral painting by French artist Charles Jacque, celebrated for its detailed and atmospheric depiction of rural life and livestock.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c303e3c819086cf0f0b6d9e61ca |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eafe03c48190992df41f77fb043e |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6f02dcce88190bdb07e271a52729a |
completed | May 3, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f09ff1088190812008373c0553d5 |
completed | May 3, 2026, 6:52 a.m. |
Created at: April 9, 2026, 9:14 p.m.