Triple
T5069594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Cometbus |
E114240
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Harbinger
Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
|
E490662
|
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: Harbinger | Statement: [Aaron Cometbus, memberOf, Harbinger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harbinger Context triple: [Aaron Cometbus, memberOf, Harbinger]
-
A.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
B.
The Spearhead
The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
-
C.
The Emissary
The Emissary is a dystopian novel by Yoko Tawada that imagines a post-disaster Japan where aging and youth are inverted, exploring themes of language, isolation, and resilience.
-
D.
The Enshrouded One
The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
-
E.
The Sentinel
The Sentinel is a 1977 supernatural horror film known for its eerie atmosphere and cult status, in which Christopher Walken appears among an ensemble cast.
- 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: Harbinger Triple: [Aaron Cometbus, memberOf, Harbinger]
Generated description
Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harbinger Target entity description: Harbinger was an early punk band associated with Aaron Cometbus, predating his more famous work with the zine Cometbus and various East Bay punk groups.
-
A.
Heed
Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
-
B.
The Spearhead
The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
-
C.
The Emissary
The Emissary is a dystopian novel by Yoko Tawada that imagines a post-disaster Japan where aging and youth are inverted, exploring themes of language, isolation, and resilience.
-
D.
The Enshrouded One
The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
-
E.
The Sentinel
The Sentinel is a 1977 supernatural horror film known for its eerie atmosphere and cult status, in which Christopher Walken appears among an ensemble cast.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd749f47908190891ac8432c5b5615 |
completed | March 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea4a348e081909ccba9ce469c722c |
completed | March 21, 2026, 2:01 p.m. |
| NEDg | Description generation | batch_69bea584a5a081908b6cf5abf1be393e |
completed | March 21, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea61dbff08190819dc8da376d5e6d |
completed | March 21, 2026, 2:07 p.m. |
Created at: March 20, 2026, 1:39 p.m.