Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001241

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001370

distance 0.184

#2 · Parbhanicell 4890001304

distance 0.192

#3 · Parbhanicell 4890001321

distance 0.193

#4 · Beedcell 4700008871

distance 0.194 · cross-district

#5 · Beedcell 4700008944

distance 0.203 · cross-district

#6 · Parbhanicell 4890000709

distance 0.216

#7 · Beedcell 4700008875

distance 0.218 · cross-district

#8 · Beedcell 4700008821

distance 0.227 · cross-district

#9 · Beedcell 4700007754

distance 0.227 · cross-district

#10 · Beedcell 4700005588

distance 0.229 · cross-district

#11 · Beedcell 4700008858

distance 0.23 · cross-district

#12 · Hingolicell 4770000075

distance 0.232 · cross-district

#13 · Nandedcell 4850008712

distance 0.238 · cross-district

#14 · Washimcell 4990002193

distance 0.239 · cross-district

#15 · Parbhanicell 4890000686

distance 0.239

#16 · Buldhanacell 4720002025

distance 0.239 · cross-district

#17 · Parbhanicell 4890000151

distance 0.24

#18 · Parbhanicell 4890001180

distance 0.24

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":4890001241}}}'

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.