Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010276

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

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010335

distance 0.054

#2 · Amravaticell 4680010390

distance 0.106

#3 · Amravaticell 4680010385

distance 0.11

#4 · Amravaticell 4680010336

distance 0.178

#5 · Amravaticell 4680008926

distance 0.178

#6 · Amravaticell 4680008927

distance 0.185

#7 · Amravaticell 4680009019

distance 0.195

#8 · Amravaticell 4680009112

distance 0.197

#9 · Amravaticell 4680009020

distance 0.201

#10 · Amravaticell 4680008925

distance 0.204

#11 · Nagpurcell 4840000177

distance 0.205 · cross-district

#12 · Nagpurcell 4840000089

distance 0.205 · cross-district

#13 · Bhandaracell 4710003002

distance 0.206 · cross-district

#14 · Amravaticell 4680008929

distance 0.209

#15 · Bhandaracell 4710002963

distance 0.209 · cross-district

#16 · Nagpurcell 4840000127

distance 0.209 · cross-district

#17 · Nagpurcell 4840000108

distance 0.212 · cross-district

#18 · Nagpurcell 4840000303

distance 0.213 · 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":4680010276}}}'

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.