Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000129

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002117

distance 0.164 · cross-district

#2 · Beedcell 4700002780

distance 0.165 · cross-district

#3 · Beedcell 4700003126

distance 0.197 · cross-district

#4 · Parbhanicell 4890000006

distance 0.199

#5 · Beedcell 4700003125

distance 0.213 · cross-district

#6 · Dharashivcell 4880006228

distance 0.221 · cross-district

#7 · Beedcell 4700001220

distance 0.228 · cross-district

#8 · Laturcell 4810005468

distance 0.238 · cross-district

#9 · Beedcell 4700002610

distance 0.239 · cross-district

#10 · Dharashivcell 4880006057

distance 0.24 · cross-district

#11 · Beedcell 4700000610

distance 0.244 · cross-district

#12 · Laturcell 4810005756

distance 0.245 · cross-district

#13 · Parbhanicell 4890000028

distance 0.249

#14 · Laturcell 4810005606

distance 0.25 · cross-district

#15 · Laturcell 4810004809

distance 0.254 · cross-district

#16 · Beedcell 4700004978

distance 0.255 · cross-district

#17 · Laturcell 4810005330

distance 0.259 · cross-district

#18 · Parbhanicell 4890000000

distance 0.26

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":4890000129}}}'

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.