Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000741

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005636

distance 0.149 · cross-district

#2 · Chandrapurcell 4730005715

distance 0.15 · cross-district

#3 · Chandrapurcell 4730009082

distance 0.165 · cross-district

#4 · Bhandaracell 4710000250

distance 0.194

#5 · Bhandaracell 4710000817

distance 0.198

#6 · Bhandaracell 4710000433

distance 0.2

#7 · Chandrapurcell 4730006451

distance 0.203 · cross-district

#8 · Chandrapurcell 4730002719

distance 0.204 · cross-district

#9 · Chandrapurcell 4730006186

distance 0.205 · cross-district

#10 · Chandrapurcell 4730006681

distance 0.206 · cross-district

#11 · Yavatmalcell 5000006066

distance 0.213 · cross-district

#12 · Nagpurcell 4840001788

distance 0.213 · cross-district

#13 · Nagpurcell 4840000236

distance 0.215 · cross-district

#14 · Nagpurcell 4840000951

distance 0.217 · cross-district

#15 · Chandrapurcell 4730005558

distance 0.22 · cross-district

#16 · Bhandaracell 4710000521

distance 0.222

#17 · Chandrapurcell 4730004825

distance 0.223 · cross-district

#18 · Chandrapurcell 4730006566

distance 0.224 · 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":4710000741}}}'

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.