Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000577

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000439

distance 0.08

#2 · Parbhanicell 4890000344

distance 0.093

#3 · Parbhanicell 4890001133

distance 0.095

#4 · Parbhanicell 4890000747

distance 0.104

#5 · Parbhanicell 4890000594

distance 0.104

#6 · Buldhanacell 4720002365

distance 0.107 · cross-district

#7 · Parbhanicell 4890000595

distance 0.109

#8 · Parbhanicell 4890000762

distance 0.113

#9 · Parbhanicell 4890000704

distance 0.114

#10 · Parbhanicell 4890000415

distance 0.114

#11 · Parbhanicell 4890001195

distance 0.117

#12 · Parbhanicell 4890000362

distance 0.119

#13 · Buldhanacell 4720002220

distance 0.119 · cross-district

#14 · Parbhanicell 4890000745

distance 0.12

#15 · Washimcell 4990001555

distance 0.121 · cross-district

#16 · Parbhanicell 4890000943

distance 0.122

#17 · Parbhanicell 4890000832

distance 0.124

#18 · Parbhanicell 4890000879

distance 0.125

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":489,"cluster_id":4890000577}}}'

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.