Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004132

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001659

distance 0.168 · cross-district

#2 · Akolacell 4670001040

distance 0.178 · cross-district

#3 · Parbhanicell 4890003827

distance 0.182

#4 · Parbhanicell 4890004051

distance 0.183

#5 · Jalnacell 4790000529

distance 0.189 · cross-district

#6 · Parbhanicell 4890004618

distance 0.19

#7 · Jalnacell 4790003842

distance 0.195 · cross-district

#8 · Parbhanicell 4890004324

distance 0.196

#9 · Parbhanicell 4890003233

distance 0.197

#10 · Parbhanicell 4890004859

distance 0.199

#11 · Buldhanacell 4720004732

distance 0.201 · cross-district

#12 · Parbhanicell 4890005327

distance 0.207

#13 · Solapurcell 4960003287

distance 0.216 · cross-district

#14 · Amravaticell 4680000969

distance 0.217 · cross-district

#15 · Buldhanacell 4720004885

distance 0.221 · cross-district

#16 · Parbhanicell 4890005310

distance 0.221

#17 · Buldhanacell 4720007192

distance 0.223 · cross-district

#18 · Beedcell 4700004665

distance 0.226 · 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":4890004132}}}'

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.