Triple
T22003741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Party |
E543397
|
entity |
| Predicate | enemy |
P4567
|
FINISHED |
| Object |
Demobats
Demobats are vicious, bat-like creatures from the Upside Down in Stranger Things that swarm in packs and serve as deadly minions of Vecna.
|
E1511959
|
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: Demobats | Statement: [The Party, enemy, Demobats]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demobats Context triple: [The Party, enemy, Demobats]
-
A.
Demob
Demob is a British television comedy-drama series set in the post-World War II era, following two former soldiers trying to break into show business after leaving the army.
-
B.
Darkovibes
Darkovibes is a Ghanaian singer, songwriter, and producer known for blending Afrobeat, hip-hop, and highlife influences in his music.
-
C.
Soundz
Soundz is a music producer known for crafting contemporary hip-hop and R&B tracks for various artists.
-
D.
Firebeatz
Firebeatz is a Dutch electronic dance music duo known for their high-energy big room and electro house tracks and frequent releases on major dance labels.
-
E.
Sound Dues
Sound Dues were a historic toll levied by the Danish crown on ships passing through the Øresund strait, serving for centuries as a major source of Denmark’s income and a key factor in Baltic maritime trade.
- 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: Demobats Triple: [The Party, enemy, Demobats]
Generated description
Demobats are vicious, bat-like creatures from the Upside Down in Stranger Things that swarm in packs and serve as deadly minions of Vecna.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demobats Target entity description: Demobats are vicious, bat-like creatures from the Upside Down in Stranger Things that swarm in packs and serve as deadly minions of Vecna.
-
A.
Demob
Demob is a British television comedy-drama series set in the post-World War II era, following two former soldiers trying to break into show business after leaving the army.
-
B.
Darkovibes
Darkovibes is a Ghanaian singer, songwriter, and producer known for blending Afrobeat, hip-hop, and highlife influences in his music.
-
C.
Soundz
Soundz is a music producer known for crafting contemporary hip-hop and R&B tracks for various artists.
-
D.
Firebeatz
Firebeatz is a Dutch electronic dance music duo known for their high-energy big room and electro house tracks and frequent releases on major dance labels.
-
E.
Sound Dues
Sound Dues were a historic toll levied by the Danish crown on ships passing through the Øresund strait, serving for centuries as a major source of Denmark’s income and a key factor in Baltic maritime trade.
- 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_69e11e2c814c8190837d072789000486 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1276cab5c8190ac1236fde7e0394a |
completed | April 28, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a6d8de70c819098d3726d18624c4a |
completed | May 18, 2026, 1:38 a.m. |
| NEDg | Description generation | batch_6a0a6e43e9248190ba82f7cc9b4211fe |
completed | May 18, 2026, 1:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a6ece6af88190b9ad30dab4ff7d56 |
completed | May 18, 2026, 1:43 a.m. |
Created at: April 16, 2026, 8:20 p.m.