Triple
T3858022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People's Front for Democracy and Justice |
E90065
|
entity |
| Predicate | influences |
P9
|
FINISHED |
| Object |
Eritrean security apparatus
The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
|
E392877
|
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: Eritrean security apparatus | Statement: [People's Front for Democracy and Justice, influences, Eritrean security apparatus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eritrean security apparatus Context triple: [People's Front for Democracy and Justice, influences, Eritrean security apparatus]
-
A.
British Military Administration in Eritrea
The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
-
B.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
C.
Eritrean nakfa
The Eritrean nakfa is the official national currency of Eritrea, introduced after the country’s independence to replace the Ethiopian birr.
-
D.
Eritrean nationalism
Eritrean nationalism is a political and cultural movement centered on the distinct identity, self-determination, and independence of the Eritrean people, particularly in opposition to Ethiopian rule.
-
E.
Eritrea–Ethiopia standoff
The Eritrea–Ethiopia standoff is the prolonged period of tense military and diplomatic deadlock between Eritrea and Ethiopia that persisted after their 1998–2000 border war, marked by unresolved territorial disputes and intermittent clashes.
- 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: Eritrean security apparatus Triple: [People's Front for Democracy and Justice, influences, Eritrean security apparatus]
Generated description
The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eritrean security apparatus Target entity description: The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
-
A.
British Military Administration in Eritrea
The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
-
B.
Egyptian security establishment
The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
-
C.
Eritrean nakfa
The Eritrean nakfa is the official national currency of Eritrea, introduced after the country’s independence to replace the Ethiopian birr.
-
D.
Eritrean nationalism
Eritrean nationalism is a political and cultural movement centered on the distinct identity, self-determination, and independence of the Eritrean people, particularly in opposition to Ethiopian rule.
-
E.
Eritrea–Ethiopia standoff
The Eritrea–Ethiopia standoff is the prolonged period of tense military and diplomatic deadlock between Eritrea and Ethiopia that persisted after their 1998–2000 border war, marked by unresolved territorial disputes and intermittent clashes.
- 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_69aed95b3c088190a8f85d19e6070599 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec1e68f88190941c39221486f6ae |
completed | March 9, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b504228220819082e11b316ba79b08 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b505420de0819086dee340f34a8886 |
completed | March 14, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5064192a48190a0f95dee872437e0 |
completed | March 14, 2026, 6:54 a.m. |
Created at: March 9, 2026, 3:19 p.m.