Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003996

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005298

distance 0.204

#2 · Parbhanicell 4890004929

distance 0.205

#3 · Buldhanacell 4720001126

distance 0.209 · cross-district

#4 · Parbhanicell 4890004052

distance 0.211

#5 · Parbhanicell 4890001414

distance 0.212

#6 · Jalnacell 4790001048

distance 0.214 · cross-district

#7 · Parbhanicell 4890005302

distance 0.214

#8 · Beedcell 4700008434

distance 0.216 · cross-district

#9 · Parbhanicell 4890002989

distance 0.216

#10 · Solapurcell 4960004105

distance 0.217 · cross-district

#11 · Parbhanicell 4890005221

distance 0.219

#12 · Parbhanicell 4890000903

distance 0.223

#13 · Akolacell 4670000491

distance 0.223 · cross-district

#14 · Beedcell 4700007624

distance 0.224 · cross-district

#15 · Jalnacell 4790003062

distance 0.226 · cross-district

#16 · Beedcell 4700006150

distance 0.228 · cross-district

#17 · Jalgaoncell 4780002133

distance 0.232 · cross-district

#18 · Parbhanicell 4890004610

distance 0.232

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":4890003996}}}'

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.