Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002843

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002733

distance 0.083

#2 · Bhandaracell 4710002786

distance 0.086

#3 · Bhandaracell 4710002543

distance 0.118

#4 · Bhandaracell 4710002808

distance 0.123

#5 · Bhandaracell 4710002872

distance 0.13

#6 · Nagpurcell 4840004309

distance 0.131 · cross-district

#7 · Bhandaracell 4710002764

distance 0.146

#8 · Nagpurcell 4840004310

distance 0.146 · cross-district

#9 · Bhandaracell 4710002899

distance 0.147

#10 · Bhandaracell 4710001714

distance 0.148

#11 · Bhandaracell 4710002508

distance 0.151

#12 · Bhandaracell 4710001511

distance 0.152

#13 · Nagpurcell 4840005375

distance 0.153 · cross-district

#14 · Bhandaracell 4710002868

distance 0.156

#15 · Bhandaracell 4710002053

distance 0.157

#16 · Nagpurcell 4840005898

distance 0.158 · cross-district

#17 · Bhandaracell 4710002328

distance 0.159

#18 · Bhandaracell 4710001571

distance 0.16

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":4710002843}}}'

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.