Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001021

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003134

distance 0.213 · cross-district

#2 · Nagpurcell 4840001551

distance 0.214 · cross-district

#3 · Nagpurcell 4840000664

distance 0.23 · cross-district

#4 · Bhandaracell 4710001451

distance 0.237

#5 · Bhandaracell 4710001133

distance 0.251

#6 · Nagpurcell 4840004630

distance 0.268 · cross-district

#7 · Nagpurcell 4840006007

distance 0.271 · cross-district

#8 · Bhandaracell 4710002815

distance 0.288

#9 · Gondiacell 4760003846

distance 0.289 · cross-district

#10 · Bhandaracell 4710001841

distance 0.29

#11 · Nagpurcell 4840001916

distance 0.291 · cross-district

#12 · Nagpurcell 4840004632

distance 0.292 · cross-district

#13 · Bhandaracell 4710001611

distance 0.299

#14 · Chandrapurcell 4730000723

distance 0.309 · cross-district

#15 · Nagpurcell 4840004974

distance 0.317 · cross-district

#16 · Bhandaracell 4710002125

distance 0.318

#17 · Nagpurcell 4840001917

distance 0.32 · cross-district

#18 · Bhandaracell 4710002630

distance 0.32

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":4710001021}}}'

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.