Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002026

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002696

distance 0.198 · cross-district

#2 · Buldhanacell 4720004278

distance 0.199 · cross-district

#3 · Wardhacell 4980003234

distance 0.22 · cross-district

#4 · Solapurcell 4960002052

distance 0.226 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001720

distance 0.228 · cross-district

#6 · Parbhanicell 4890004113

distance 0.231

#7 · Chandrapurcell 4730004507

distance 0.242 · cross-district

#8 · Dharashivcell 4880000738

distance 0.242 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001458

distance 0.243 · cross-district

#10 · Beedcell 4700008019

distance 0.243 · cross-district

#11 · Wardhacell 4980001723

distance 0.247 · cross-district

#12 · Jalnacell 4790001904

distance 0.247 · cross-district

#13 · Jalnacell 4790003304

distance 0.248 · cross-district

#14 · Nagpurcell 4840002620

distance 0.25 · cross-district

#15 · Wardhacell 4980003427

distance 0.251 · cross-district

#16 · Wardhacell 4980002004

distance 0.255 · cross-district

#17 · Nandedcell 4850001417

distance 0.257 · cross-district

#18 · Solapurcell 4960007610

distance 0.258 · 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":4890002026}}}'

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.