Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003200

The MH-36 locality cells most similar to this Bhandara 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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.777

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006728

distance 0.777 · cross-district

#2 · Nagpurcell 4840003747

distance 0.803 · cross-district

#3 · Gadchirolicell 4750000100

distance 0.812 · cross-district

#4 · Gadchirolicell 4750000034

distance 0.849 · cross-district

#5 · Gadchirolicell 4750000035

distance 0.908 · cross-district

#6 · Gadchirolicell 4750000037

distance 0.924 · cross-district

#7 · Gadchirolicell 4750000018

distance 0.945 · cross-district

#8 · Gadchirolicell 4750000036

distance 0.946 · cross-district

#9 · Bhandaracell 4710003508

distance 0.982

#10 · Gadchirolicell 4750000022

distance 1.006 · cross-district

#11 · Gadchirolicell 4750000021

distance 1.014 · cross-district

#12 · Gadchirolicell 4750000020

distance 1.018 · cross-district

#13 · Chandrapurcell 4730005402

distance 1.02 · cross-district

#14 · Gadchirolicell 4750000033

distance 1.036 · cross-district

#15 · Gadchirolicell 4750000019

distance 1.069 · cross-district

#16 · Gadchirolicell 4750000054

distance 1.072 · cross-district

#17 · Gadchirolicell 4750000056

distance 1.091 · cross-district

#18 · Gadchirolicell 4750000125

distance 1.094 · 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":471,"cluster_id":4710003200}}}'

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.