Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008239

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008237

distance 0.183

#2 · Amravaticell 4680008129

distance 0.228

#3 · Amravaticell 4680009600

distance 0.231

#4 · Amravaticell 4680009501

distance 0.232

#5 · Amravaticell 4680009601

distance 0.234

#6 · Bhandaracell 4710002444

distance 0.24 · cross-district

#7 · Amravaticell 4680008238

distance 0.242

#8 · Amravaticell 4680009599

distance 0.253

#9 · Bhandaracell 4710001543

distance 0.253 · cross-district

#10 · Amravaticell 4680008739

distance 0.265

#11 · Amravaticell 4680009686

distance 0.282

#12 · Amravaticell 4680009391

distance 0.282

#13 · Gondiacell 4760002686

distance 0.286 · cross-district

#14 · Nagpurcell 4840004002

distance 0.286 · cross-district

#15 · Bhandaracell 4710003559

distance 0.29 · cross-district

#16 · Amravaticell 4680009598

distance 0.293

#17 · Jalgaoncell 4780007093

distance 0.297 · cross-district

#18 · Nagpurcell 4840000440

distance 0.298 · 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":4680008239}}}'

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.