Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002839

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004431

distance 0.076 · cross-district

#2 · Nagpurcell 4840006385

distance 0.099 · cross-district

#3 · Nagpurcell 4840005386

distance 0.104 · cross-district

#4 · Bhandaracell 4710002506

distance 0.106

#5 · Bhandaracell 4710002379

distance 0.113

#6 · Bhandaracell 4710001748

distance 0.116

#7 · Nagpurcell 4840006155

distance 0.124 · cross-district

#8 · Nagpurcell 4840004538

distance 0.126 · cross-district

#9 · Nagpurcell 4840005898

distance 0.129 · cross-district

#10 · Bhandaracell 4710002867

distance 0.132

#11 · Bhandaracell 4710003002

distance 0.133

#12 · Bhandaracell 4710003296

distance 0.133

#13 · Bhandaracell 4710002963

distance 0.134

#14 · Gondiacell 4760002947

distance 0.135 · cross-district

#15 · Bhandaracell 4710002548

distance 0.135

#16 · Bhandaracell 4710001507

distance 0.137

#17 · Nagpurcell 4840002183

distance 0.14 · cross-district

#18 · Gondiacell 4760003114

distance 0.145 · 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":4710002839}}}'

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.