Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010447

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010443

distance 0.114

#2 · Amravaticell 4680010448

distance 0.117

#3 · Amravaticell 4680010449

distance 0.162

#4 · Gondiacell 4760001333

distance 0.213 · cross-district

#5 · Gondiacell 4760001259

distance 0.214 · cross-district

#6 · Gondiacell 4760001366

distance 0.221 · cross-district

#7 · Gondiacell 4760001365

distance 0.221 · cross-district

#8 · Gondiacell 4760001296

distance 0.222 · cross-district

#9 · Gondiacell 4760001170

distance 0.223 · cross-district

#10 · Gondiacell 4760001169

distance 0.223 · cross-district

#11 · Amravaticell 4680010445

distance 0.224

#12 · Gondiacell 4760001168

distance 0.224 · cross-district

#13 · Gondiacell 4760001367

distance 0.226 · cross-district

#14 · Gondiacell 4760000778

distance 0.227 · cross-district

#15 · Gondiacell 4760001295

distance 0.227 · cross-district

#16 · Gondiacell 4760001331

distance 0.229 · cross-district

#17 · Gondiacell 4760000782

distance 0.231 · cross-district

#18 · Gondiacell 4760001364

distance 0.231 · 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":4680010447}}}'

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.