Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004617

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000277

distance 0.155 · cross-district

#2 · Parbhanicell 4890005109

distance 0.156

#3 · Parbhanicell 4890004052

distance 0.18

#4 · Beedcell 4700006825

distance 0.203 · cross-district

#5 · Beedcell 4700006420

distance 0.223 · cross-district

#6 · Solapurcell 4960004399

distance 0.227 · cross-district

#7 · Solapurcell 4960005457

distance 0.228 · cross-district

#8 · Buldhanacell 4720001228

distance 0.229 · cross-district

#9 · Buldhanacell 4720005227

distance 0.229 · cross-district

#10 · Parbhanicell 4890004062

distance 0.232

#11 · Jalnacell 4790002141

distance 0.234 · cross-district

#12 · Nandedcell 4850001298

distance 0.234 · cross-district

#13 · Buldhanacell 4720005165

distance 0.236 · cross-district

#14 · Buldhanacell 4720002975

distance 0.236 · cross-district

#15 · Parbhanicell 4890004611

distance 0.238

#16 · Buldhanacell 4720001044

distance 0.238 · cross-district

#17 · Jalnacell 4790003660

distance 0.239 · cross-district

#18 · Washimcell 4990002738

distance 0.241 · 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":4890004617}}}'

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.