Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004122

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003765

distance 0.165

#2 · Parbhanicell 4890005064

distance 0.186

#3 · Parbhanicell 4890004158

distance 0.187

#4 · Parbhanicell 4890003779

distance 0.189

#5 · Chhatrapati Sambhajinagarcell 4690003604

distance 0.199 · cross-district

#6 · Parbhanicell 4890005331

distance 0.203

#7 · Jalnacell 4790003761

distance 0.203 · cross-district

#8 · Parbhanicell 4890004473

distance 0.203

#9 · Parbhanicell 4890004934

distance 0.206

#10 · Parbhanicell 4890004579

distance 0.208

#11 · Nagpurcell 4840003444

distance 0.211 · cross-district

#12 · Jalnacell 4790003989

distance 0.212 · cross-district

#13 · Beedcell 4700006700

distance 0.213 · cross-district

#14 · Parbhanicell 4890001668

distance 0.216

#15 · Beedcell 4700006011

distance 0.216 · cross-district

#16 · Amravaticell 4680001086

distance 0.219 · cross-district

#17 · Akolacell 4670000867

distance 0.22 · cross-district

#18 · Akolacell 4670002371

distance 0.222 · 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":4890004122}}}'

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.