Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001544

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001976

distance 0.151

#2 · Gondiacell 4760002199

distance 0.199 · cross-district

#3 · Gondiacell 4760002955

distance 0.203 · cross-district

#4 · Gondiacell 4760003125

distance 0.209 · cross-district

#5 · Bhandaracell 4710002196

distance 0.21

#6 · Bhandaracell 4710002640

distance 0.212

#7 · Gondiacell 4760001149

distance 0.213 · cross-district

#8 · Bhandaracell 4710002299

distance 0.22

#9 · Amravaticell 4680008643

distance 0.221 · cross-district

#10 · Gondiacell 4760003117

distance 0.222 · cross-district

#11 · Gondiacell 4760002104

distance 0.222 · cross-district

#12 · Amravaticell 4680008828

distance 0.223 · cross-district

#13 · Nagpurcell 4840000439

distance 0.224 · cross-district

#14 · Gondiacell 4760002869

distance 0.225 · cross-district

#15 · Gondiacell 4760001194

distance 0.226 · cross-district

#16 · Wardhacell 4980002107

distance 0.232 · cross-district

#17 · Wardhacell 4980002108

distance 0.232 · cross-district

#18 · Gondiacell 4760002867

distance 0.235 · 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":4710001544}}}'

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.