Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004449

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003588

distance 0.137 · cross-district

#2 · Parbhanicell 4890003661

distance 0.157

#3 · Parbhanicell 4890004504

distance 0.159

#4 · Hingolicell 4770002919

distance 0.17 · cross-district

#5 · Buldhanacell 4720006343

distance 0.176 · cross-district

#6 · Jalnacell 4790003843

distance 0.177 · cross-district

#7 · Jalnacell 4790003673

distance 0.179 · cross-district

#8 · Parbhanicell 4890004353

distance 0.18

#9 · Parbhanicell 4890005444

distance 0.18

#10 · Parbhanicell 4890004375

distance 0.185

#11 · Jalnacell 4790004094

distance 0.187 · cross-district

#12 · Beedcell 4700006813

distance 0.188 · cross-district

#13 · Parbhanicell 4890004293

distance 0.188

#14 · Parbhanicell 4890003929

distance 0.189

#15 · Buldhanacell 4720004947

distance 0.196 · cross-district

#16 · Buldhanacell 4720005665

distance 0.196 · cross-district

#17 · Parbhanicell 4890004345

distance 0.196

#18 · Jalnacell 4790002815

distance 0.197 · 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":4890004449}}}'

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.