Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001137

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001136

distance 0.155

#2 · Bhandaracell 4710001170

distance 0.166

#3 · Gadchirolicell 4750012350

distance 0.212 · cross-district

#4 · Amravaticell 4680009914

distance 0.256 · cross-district

#5 · Bhandaracell 4710001109

distance 0.271

#6 · Amravaticell 4680009198

distance 0.286 · cross-district

#7 · Bhandaracell 4710001108

distance 0.295

#8 · Bhandaracell 4710002152

distance 0.298

#9 · Amravaticell 4680007740

distance 0.304 · cross-district

#10 · Bhandaracell 4710001079

distance 0.311

#11 · Amravaticell 4680009912

distance 0.315 · cross-district

#12 · Amravaticell 4680008859

distance 0.318 · cross-district

#13 · Gondiacell 4760000622

distance 0.323 · cross-district

#14 · Gondiacell 4760001021

distance 0.325 · cross-district

#15 · Bhandaracell 4710001947

distance 0.326

#16 · Bhandaracell 4710002325

distance 0.327

#17 · Bhandaracell 4710001077

distance 0.328

#18 · Bhandaracell 4710003033

distance 0.328

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":4710001137}}}'

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.