Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000056

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007455

distance 0.275 · cross-district

#2 · Gondiacell 4760001238

distance 0.289 · cross-district

#3 · Chandrapurcell 4730009021

distance 0.32 · cross-district

#4 · Chandrapurcell 4730008659

distance 0.347 · cross-district

#5 · Gondiacell 4760000118

distance 0.355 · cross-district

#6 · Chandrapurcell 4730006660

distance 0.363 · cross-district

#7 · Chandrapurcell 4730009648

distance 0.374 · cross-district

#8 · Chandrapurcell 4730007104

distance 0.377 · cross-district

#9 · Bhandaracell 4710001279

distance 0.38

#10 · Chandrapurcell 4730006893

distance 0.386 · cross-district

#11 · Bhandaracell 4710000005

distance 0.387

#12 · Bhandaracell 4710000768

distance 0.396

#13 · Chandrapurcell 4730007570

distance 0.399 · cross-district

#14 · Gondiacell 4760000923

distance 0.4 · cross-district

#15 · Bhandaracell 4710000683

distance 0.404

#16 · Chandrapurcell 4730006899

distance 0.407 · cross-district

#17 · Chandrapurcell 4730006671

distance 0.407 · cross-district

#18 · Chandrapurcell 4730007341

distance 0.407 · 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":4710000056}}}'

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.