Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000324

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005200

distance 0.174 · cross-district

#2 · Jalnacell 4790001526

distance 0.196 · cross-district

#3 · Parbhanicell 4890000627

distance 0.199

#4 · Beedcell 4700002948

distance 0.204 · cross-district

#5 · Beedcell 4700003803

distance 0.206 · cross-district

#6 · Beedcell 4700003639

distance 0.21 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005309

distance 0.211 · cross-district

#8 · Solapurcell 4960002512

distance 0.212 · cross-district

#9 · Wardhacell 4980000726

distance 0.212 · cross-district

#10 · Washimcell 4990004238

distance 0.212 · cross-district

#11 · Jalgaoncell 4780000423

distance 0.214 · cross-district

#12 · Beedcell 4700001727

distance 0.214 · cross-district

#13 · Akolacell 4670000874

distance 0.215 · cross-district

#14 · Jalgaoncell 4780000185

distance 0.215 · cross-district

#15 · Beedcell 4700006153

distance 0.216 · cross-district

#16 · Wardhacell 4980000898

distance 0.217 · cross-district

#17 · Jalgaoncell 4780000178

distance 0.217 · cross-district

#18 · Buldhanacell 4720002113

distance 0.218 · 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":489,"cluster_id":4890000324}}}'

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.