Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001839

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001314

distance 0.15 · cross-district

#2 · Bhandaracell 4710002063

distance 0.155

#3 · Nagpurcell 4840000706

distance 0.164 · cross-district

#4 · Gondiacell 4760000983

distance 0.164 · cross-district

#5 · Nagpurcell 4840000590

distance 0.171 · cross-district

#6 · Bhandaracell 4710002226

distance 0.184

#7 · Nagpurcell 4840000530

distance 0.185 · cross-district

#8 · Gondiacell 4760001149

distance 0.187 · cross-district

#9 · Gondiacell 4760001101

distance 0.188 · cross-district

#10 · Nagpurcell 4840001434

distance 0.189 · cross-district

#11 · Wardhacell 4980000022

distance 0.195 · cross-district

#12 · Chandrapurcell 4730005693

distance 0.201 · cross-district

#13 · Nagpurcell 4840006276

distance 0.204 · cross-district

#14 · Chandrapurcell 4730008956

distance 0.204 · cross-district

#15 · Nagpurcell 4840000189

distance 0.209 · cross-district

#16 · Bhandaracell 4710002060

distance 0.209

#17 · Nagpurcell 4840000472

distance 0.209 · cross-district

#18 · Nagpurcell 4840000421

distance 0.21 · 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":4710001839}}}'

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.