Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003639

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005407

distance 0.186

#2 · Akolacell 4670004152

distance 0.196 · cross-district

#3 · Parbhanicell 4890003714

distance 0.199

#4 · Parbhanicell 4890005107

distance 0.204

#5 · Parbhanicell 4890003833

distance 0.212

#6 · Buldhanacell 4720006839

distance 0.214 · cross-district

#7 · Amravaticell 4680003856

distance 0.215 · cross-district

#8 · Parbhanicell 4890004186

distance 0.217

#9 · Amravaticell 4680001077

distance 0.219 · cross-district

#10 · Buldhanacell 4720006752

distance 0.22 · cross-district

#11 · Jalnacell 4790000774

distance 0.221 · cross-district

#12 · Chandrapurcell 4730004794

distance 0.223 · cross-district

#13 · Nagpurcell 4840005010

distance 0.223 · cross-district

#14 · Parbhanicell 4890004806

distance 0.229

#15 · Parbhanicell 4890004803

distance 0.23

#16 · Parbhanicell 4890004660

distance 0.23

#17 · Amravaticell 4680004454

distance 0.232 · cross-district

#18 · Amravaticell 4680001779

distance 0.232 · 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":4890003639}}}'

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.