Triple
T12516143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Autotools |
E299195
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Autoheader
Autoheader is a GNU Autotools utility that automatically generates C configuration header templates from Autoconf input files.
|
E986993
|
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: Autoheader | Statement: [GNU Autotools, component, Autoheader]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Autoheader Context triple: [GNU Autotools, component, Autoheader]
-
A.
HPACK
HPACK is the dedicated header compression format used by HTTP/2 to efficiently encode and transmit HTTP header fields while maintaining security and performance.
-
B.
Age (HTTP header)
Age (HTTP header) is an HTTP response header that indicates how long, in seconds, a response has been cached by intermediate servers or proxies since it was originally generated.
-
C.
Authentication Header
Authentication Header is an IPsec protocol that provides connectionless integrity and data origin authentication for IP packets, optionally protecting against replay attacks.
-
D.
Caddy
Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
-
E.
Buildpack
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
- 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: Autoheader Triple: [GNU Autotools, component, Autoheader]
Generated description
Autoheader is a GNU Autotools utility that automatically generates C configuration header templates from Autoconf input files.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Autoheader Target entity description: Autoheader is a GNU Autotools utility that automatically generates C configuration header templates from Autoconf input files.
-
A.
HPACK
HPACK is the dedicated header compression format used by HTTP/2 to efficiently encode and transmit HTTP header fields while maintaining security and performance.
-
B.
Age (HTTP header)
Age (HTTP header) is an HTTP response header that indicates how long, in seconds, a response has been cached by intermediate servers or proxies since it was originally generated.
-
C.
Authentication Header
Authentication Header is an IPsec protocol that provides connectionless integrity and data origin authentication for IP packets, optionally protecting against replay attacks.
-
D.
Caddy
Caddy is a central character in William Faulkner’s novel "The Sound and the Fury," known for her complex role within the Compson family and her symbolic significance to the story’s themes of loss and decay.
-
E.
Buildpack
A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce257348190b01179773992d414 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.