Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001689

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003946

distance 0.168

#2 · Parbhanicell 4890004282

distance 0.172

#3 · Parbhanicell 4890004419

distance 0.175

#4 · Parbhanicell 4890004216

distance 0.18

#5 · Hingolicell 4770000189

distance 0.183 · cross-district

#6 · Solapurcell 4960007347

distance 0.184 · cross-district

#7 · Buldhanacell 4720005029

distance 0.184 · cross-district

#8 · Jalnacell 4790002064

distance 0.185 · cross-district

#9 · Solapurcell 4960007617

distance 0.185 · cross-district

#10 · Washimcell 4990000285

distance 0.186 · cross-district

#11 · Jalnacell 4790002992

distance 0.186 · cross-district

#12 · Jalnacell 4790001921

distance 0.188 · cross-district

#13 · Parbhanicell 4890004178

distance 0.189

#14 · Parbhanicell 4890001782

distance 0.19

#15 · Jalnacell 4790002586

distance 0.193 · cross-district

#16 · Buldhanacell 4720005306

distance 0.193 · cross-district

#17 · Parbhanicell 4890004179

distance 0.193

#18 · Parbhanicell 4890003623

distance 0.194

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":4890001689}}}'

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.