Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001526

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001516

distance 0.298

#2 · Bhandaracell 4710001734

distance 0.31

#3 · Akolacell 4670001401

distance 0.313 · cross-district

#4 · Jalgaoncell 4780005366

distance 0.314 · cross-district

#5 · Jalgaoncell 4780005634

distance 0.32 · cross-district

#6 · Akolacell 4670003041

distance 0.329 · cross-district

#7 · Bhandaracell 4710002804

distance 0.331

#8 · Chandrapurcell 4730002652

distance 0.34 · cross-district

#9 · Bhandaracell 4710002777

distance 0.34

#10 · Bhandaracell 4710001125

distance 0.342

#11 · Bhandaracell 4710001943

distance 0.344

#12 · Yavatmalcell 5000003147

distance 0.348 · cross-district

#13 · Chandrapurcell 4730008739

distance 0.35 · cross-district

#14 · Nagpurcell 4840001008

distance 0.351 · cross-district

#15 · Nagpurcell 4840003848

distance 0.352 · cross-district

#16 · Gondiacell 4760003996

distance 0.353 · cross-district

#17 · Gondiacell 4760004051

distance 0.353 · cross-district

#18 · Bhandaracell 4710002791

distance 0.357

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":4710001526}}}'

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.