Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000740

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.05

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000648

distance 0.05

#2 · Bhandaracell 4710000695

distance 0.055

#3 · Bhandaracell 4710000514

distance 0.058

#4 · Bhandaracell 4710000162

distance 0.065

#5 · Bhandaracell 4710000818

distance 0.072

#6 · Bhandaracell 4710000387

distance 0.073

#7 · Bhandaracell 4710000204

distance 0.073

#8 · Bhandaracell 4710000518

distance 0.094

#9 · Bhandaracell 4710000432

distance 0.095

#10 · Bhandaracell 4710000814

distance 0.099

#11 · Chandrapurcell 4730005000

distance 0.102 · cross-district

#12 · Bhandaracell 4710000694

distance 0.118

#13 · Chandrapurcell 4730004642

distance 0.122 · cross-district

#14 · Chandrapurcell 4730004906

distance 0.123 · cross-district

#15 · Chandrapurcell 4730004814

distance 0.123 · cross-district

#16 · Chandrapurcell 4730005001

distance 0.124 · cross-district

#17 · Bhandaracell 4710000515

distance 0.124

#18 · Chandrapurcell 4730005534

distance 0.125 · 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":4710000740}}}'

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.