Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004537

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003674

distance 0.142 · cross-district

#2 · Parbhanicell 4890003824

distance 0.174

#3 · Buldhanacell 4720004037

distance 0.177 · cross-district

#4 · Jalnacell 4790003417

distance 0.179 · cross-district

#5 · Parbhanicell 4890005342

distance 0.182

#6 · Jalnacell 4790003581

distance 0.183 · cross-district

#7 · Parbhanicell 4890004674

distance 0.184

#8 · Parbhanicell 4890004554

distance 0.185

#9 · Akolacell 4670000163

distance 0.188 · cross-district

#10 · Parbhanicell 4890004398

distance 0.192

#11 · Parbhanicell 4890004786

distance 0.195

#12 · Jalnacell 4790000704

distance 0.196 · cross-district

#13 · Parbhanicell 4890004851

distance 0.197

#14 · Parbhanicell 4890005013

distance 0.199

#15 · Parbhanicell 4890005049

distance 0.202

#16 · Buldhanacell 4720003898

distance 0.204 · cross-district

#17 · Jalnacell 4790003675

distance 0.204 · cross-district

#18 · Hingolicell 4770001958

distance 0.205 · 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":4890004537}}}'

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.