Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004113

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002147

distance 0.19 · cross-district

#2 · Buldhanacell 4720005533

distance 0.201 · cross-district

#3 · Jalnacell 4790002144

distance 0.202 · cross-district

#4 · Buldhanacell 4720006063

distance 0.203 · cross-district

#5 · Jalnacell 4790002477

distance 0.206 · cross-district

#6 · Buldhanacell 4720000018

distance 0.209 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001720

distance 0.209 · cross-district

#8 · Parbhanicell 4890005390

distance 0.21

#9 · Solapurcell 4960002249

distance 0.212 · cross-district

#10 · Parbhanicell 4890003684

distance 0.214

#11 · Parbhanicell 4890004112

distance 0.214

#12 · Parbhanicell 4890003777

distance 0.215

#13 · Buldhanacell 4720005414

distance 0.215 · cross-district

#14 · Jalnacell 4790003601

distance 0.215 · cross-district

#15 · Beedcell 4700008712

distance 0.216 · cross-district

#16 · Jalnacell 4790003269

distance 0.222 · cross-district

#17 · Beedcell 4700007148

distance 0.226 · cross-district

#18 · Beedcell 4700008073

distance 0.227 · 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":4890004113}}}'

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.