Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002902

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

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002391

distance 0.226 · cross-district

#2 · Solapurcell 4960008009

distance 0.232 · cross-district

#3 · Beedcell 4700001007

distance 0.233 · cross-district

#4 · Dharashivcell 4880001298

distance 0.24 · cross-district

#5 · Solapurcell 4960008952

distance 0.245 · cross-district

#6 · Parbhanicell 4890004173

distance 0.248

#7 · Beedcell 4700004998

distance 0.251 · cross-district

#8 · Buldhanacell 4720003793

distance 0.254 · cross-district

#9 · Buldhanacell 4720001915

distance 0.255 · cross-district

#10 · Parbhanicell 4890004117

distance 0.256

#11 · Parbhanicell 4890003679

distance 0.258

#12 · Beedcell 4700007641

distance 0.262 · cross-district

#13 · Laturcell 4810001389

distance 0.262 · cross-district

#14 · Solapurcell 4960007619

distance 0.27 · cross-district

#15 · Buldhanacell 4720000785

distance 0.27 · cross-district

#16 · Beedcell 4700002403

distance 0.271 · cross-district

#17 · Yavatmalcell 5000001464

distance 0.271 · cross-district

#18 · Beedcell 4700001294

distance 0.273 · 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":4890002902}}}'

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.