Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000721

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

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000795

distance 0.262

#2 · Chandrapurcell 4730008407

distance 0.308 · cross-district

#3 · Gondiacell 4760000985

distance 0.313 · cross-district

#4 · Bhandaracell 4710000912

distance 0.321

#5 · Chandrapurcell 4730009608

distance 0.324 · cross-district

#6 · Chandrapurcell 4730009556

distance 0.328 · cross-district

#7 · Bhandaracell 4710000553

distance 0.329

#8 · Gadchirolicell 4750012028

distance 0.334 · cross-district

#9 · Chandrapurcell 4730008400

distance 0.335 · cross-district

#10 · Chandrapurcell 4730009117

distance 0.342 · cross-district

#11 · Chandrapurcell 4730008709

distance 0.343 · cross-district

#12 · Bhandaracell 4710000755

distance 0.345

#13 · Chandrapurcell 4730009563

distance 0.346 · cross-district

#14 · Chandrapurcell 4730008634

distance 0.348 · cross-district

#15 · Bhandaracell 4710000424

distance 0.35

#16 · Chandrapurcell 4730009226

distance 0.35 · cross-district

#17 · Chandrapurcell 4730009163

distance 0.353 · cross-district

#18 · Chandrapurcell 4730009618

distance 0.353 · 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":4710000721}}}'

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.