Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001037

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000970

distance 0.188

#2 · Bhandaracell 4710002776

distance 0.274

#3 · Bhandaracell 4710001274

distance 0.308

#4 · Chandrapurcell 4730005583

distance 0.309 · cross-district

#5 · Bhandaracell 4710000973

distance 0.319

#6 · Nagpurcell 4840006008

distance 0.32 · cross-district

#7 · Bhandaracell 4710001604

distance 0.321

#8 · Nagpurcell 4840000336

distance 0.322 · cross-district

#9 · Chandrapurcell 4730007940

distance 0.328 · cross-district

#10 · Chandrapurcell 4730001847

distance 0.328 · cross-district

#11 · Gondiacell 4760003276

distance 0.329 · cross-district

#12 · Chandrapurcell 4730006587

distance 0.331 · cross-district

#13 · Nagpurcell 4840003709

distance 0.331 · cross-district

#14 · Bhandaracell 4710002010

distance 0.332

#15 · Chandrapurcell 4730006258

distance 0.332 · cross-district

#16 · Bhandaracell 4710003090

distance 0.334

#17 · Nagpurcell 4840003786

distance 0.336 · cross-district

#18 · Bhandaracell 4710001653

distance 0.345

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":4710001037}}}'

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.