Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004645

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005615

distance 0.177 · cross-district

#2 · Parbhanicell 4890004984

distance 0.184

#3 · Solapurcell 4960001204

distance 0.188 · cross-district

#4 · Akolacell 4670000242

distance 0.191 · cross-district

#5 · Jalgaoncell 4780004051

distance 0.199 · cross-district

#6 · Solapurcell 4960001916

distance 0.2 · cross-district

#7 · Jalnacell 4790003849

distance 0.2 · cross-district

#8 · Parbhanicell 4890005290

distance 0.208

#9 · Parbhanicell 4890004737

distance 0.217

#10 · Parbhanicell 4890005111

distance 0.221

#11 · Jalnacell 4790003498

distance 0.222 · cross-district

#12 · Parbhanicell 4890005414

distance 0.223

#13 · Jalnacell 4790001364

distance 0.226 · cross-district

#14 · Parbhanicell 4890005125

distance 0.23

#15 · Jalnacell 4790003245

distance 0.231 · cross-district

#16 · Beedcell 4700005863

distance 0.231 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001209

distance 0.233 · cross-district

#18 · Parbhanicell 4890005072

distance 0.24

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":4890004645}}}'

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.