Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002991

The MH-36 locality cells most similar to this Amravati cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003090

distance 0.177

#2 · Akolacell 4670002086

distance 0.215 · cross-district

#3 · Akolacell 4670002088

distance 0.226 · cross-district

#4 · Akolacell 4670002551

distance 0.227 · cross-district

#5 · Akolacell 4670001927

distance 0.235 · cross-district

#6 · Amravaticell 4680001358

distance 0.237

#7 · Nagpurcell 4840004479

distance 0.25 · cross-district

#8 · Amravaticell 4680001066

distance 0.251

#9 · Amravaticell 4680002890

distance 0.252

#10 · Buldhanacell 4720006441

distance 0.261 · cross-district

#11 · Nagpurcell 4840002806

distance 0.269 · cross-district

#12 · Akolacell 4670001994

distance 0.27 · cross-district

#13 · Amravaticell 4680002883

distance 0.271

#14 · Amravaticell 4680001432

distance 0.272

#15 · Amravaticell 4680002983

distance 0.272

#16 · Laturcell 4810003153

distance 0.273 · cross-district

#17 · Amravaticell 4680001734

distance 0.273

#18 · Akolacell 4670001910

distance 0.277 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":468,"cluster_id":4680002991}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.