Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003496

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002974

distance 0.132

#2 · Parbhanicell 4890003852

distance 0.161

#3 · Washimcell 4990001281

distance 0.171 · cross-district

#4 · Parbhanicell 4890003609

distance 0.172

#5 · Jalnacell 4790001809

distance 0.186 · cross-district

#6 · Beedcell 4700007643

distance 0.191 · cross-district

#7 · Beedcell 4700004011

distance 0.195 · cross-district

#8 · Parbhanicell 4890003917

distance 0.196

#9 · Beedcell 4700008182

distance 0.196 · cross-district

#10 · Dharashivcell 4880001442

distance 0.207 · cross-district

#11 · Solapurcell 4960007354

distance 0.209 · cross-district

#12 · Beedcell 4700000133

distance 0.21 · cross-district

#13 · Buldhanacell 4720004731

distance 0.212 · cross-district

#14 · Jalnacell 4790002212

distance 0.213 · cross-district

#15 · Solapurcell 4960002567

distance 0.214 · cross-district

#16 · Jalgaoncell 4780001726

distance 0.215 · cross-district

#17 · Dharashivcell 4880006410

distance 0.215 · cross-district

#18 · Parbhanicell 4890003432

distance 0.216

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":4890003496}}}'

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.