Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670003402

The MH-36 locality cells most similar to this Akola 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

0.95

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004015

distance 0.066 · cross-district

#2 · Akolacell 4670004167

distance 0.074

#3 · Amravaticell 4680004111

distance 0.078 · cross-district

#4 · Akolacell 4670003866

distance 0.082

#5 · Amravaticell 4680003238

distance 0.09 · cross-district

#6 · Amravaticell 4680003830

distance 0.094 · cross-district

#7 · Akolacell 4670004206

distance 0.1

#8 · Amravaticell 4680003820

distance 0.106 · cross-district

#9 · Amravaticell 4680003829

distance 0.106 · cross-district

#10 · Amravaticell 4680003833

distance 0.106 · cross-district

#11 · Amravaticell 4680002541

distance 0.108 · cross-district

#12 · Amravaticell 4680004016

distance 0.108 · cross-district

#13 · Amravaticell 4680003827

distance 0.11 · cross-district

#14 · Amravaticell 4680001791

distance 0.111 · cross-district

#15 · Amravaticell 4680003920

distance 0.112 · cross-district

#16 · Akolacell 4670003391

distance 0.114

#17 · Amravaticell 4680004011

distance 0.115 · cross-district

#18 · Akolacell 4670003903

distance 0.115

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":467,"cluster_id":4670003402}}}'

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.