Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010444

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010445

distance 0.13

#2 · Amravaticell 4680010492

distance 0.194

#3 · Nagpurcell 4840007436

distance 0.236 · cross-district

#4 · Gondiacell 4760001332

distance 0.245 · cross-district

#5 · Amravaticell 4680010443

distance 0.263

#6 · Gondiacell 4760001064

distance 0.267 · cross-district

#7 · Gondiacell 4760001117

distance 0.273 · cross-district

#8 · Gondiacell 4760000544

distance 0.278 · cross-district

#9 · Amravaticell 4680010099

distance 0.279

#10 · Gondiacell 4760001217

distance 0.28 · cross-district

#11 · Gondiacell 4760000424

distance 0.283 · cross-district

#12 · Amravaticell 4680010040

distance 0.283

#13 · Gondiacell 4760001164

distance 0.284 · cross-district

#14 · Gondiacell 4760000725

distance 0.286 · cross-district

#15 · Amravaticell 4680010447

distance 0.288

#16 · Gondiacell 4760001215

distance 0.29 · cross-district

#17 · Gondiacell 4760000942

distance 0.291 · cross-district

#18 · Gondiacell 4760000945

distance 0.292 · 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":4680010444}}}'

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.