Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005159

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005197

distance 0.172

#2 · Parbhanicell 4890005170

distance 0.179

#3 · Hingolicell 4770003455

distance 0.185 · cross-district

#4 · Parbhanicell 4890005259

distance 0.199

#5 · Parbhanicell 4890004200

distance 0.206

#6 · Hingolicell 4770003461

distance 0.212 · cross-district

#7 · Buldhanacell 4720006794

distance 0.215 · cross-district

#8 · Nagpurcell 4840005441

distance 0.219 · cross-district

#9 · Buldhanacell 4720003882

distance 0.222 · cross-district

#10 · Amravaticell 4680004786

distance 0.222 · cross-district

#11 · Nagpurcell 4840007408

distance 0.223 · cross-district

#12 · Hingolicell 4770002913

distance 0.223 · cross-district

#13 · Parbhanicell 4890005054

distance 0.223

#14 · Hingolicell 4770003164

distance 0.223 · cross-district

#15 · Amravaticell 4680003748

distance 0.224 · cross-district

#16 · Nagpurcell 4840004692

distance 0.225 · cross-district

#17 · Parbhanicell 4890004725

distance 0.225

#18 · Parbhanicell 4890003763

distance 0.226

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":4890005159}}}'

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.