Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004264

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 · Parbhanicell 4890004447

distance 0.168

#2 · Jalnacell 4790000787

distance 0.174 · cross-district

#3 · Parbhanicell 4890004213

distance 0.176

#4 · Hingolicell 4770001680

distance 0.182 · cross-district

#5 · Jalnacell 4790000791

distance 0.186 · cross-district

#6 · Akolacell 4670004390

distance 0.194 · cross-district

#7 · Nagpurcell 4840007236

distance 0.195 · cross-district

#8 · Hingolicell 4770000586

distance 0.195 · cross-district

#9 · Parbhanicell 4890004672

distance 0.197

#10 · Hingolicell 4770000631

distance 0.198 · cross-district

#11 · Parbhanicell 4890004261

distance 0.205

#12 · Parbhanicell 4890004353

distance 0.207

#13 · Akolacell 4670000874

distance 0.207 · cross-district

#14 · Buldhanacell 4720005816

distance 0.208 · cross-district

#15 · Parbhanicell 4890004030

distance 0.208

#16 · Amravaticell 4680002861

distance 0.211 · cross-district

#17 · Akolacell 4670003559

distance 0.212 · cross-district

#18 · Akolacell 4670004573

distance 0.212 · 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":4890004264}}}'

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.