Bhārata Strata · Maharashtra · Nashik · morphological twins

Places like cell 4870004105

The MH-36 locality cells most similar to this Nashik 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

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000834

distance 0.282 · cross-district

#2 · Solapurcell 4960009377

distance 0.285 · cross-district

#3 · Punecell 4900000395

distance 0.287 · cross-district

#4 · Punecell 4900000883

distance 0.29 · cross-district

#5 · Punecell 4900000705

distance 0.291 · cross-district

#6 · Punecell 4900000221

distance 0.299 · cross-district

#7 · Punecell 4900000223

distance 0.299 · cross-district

#8 · Sataracell 4940006708

distance 0.302 · cross-district

#9 · Sanglicell 4930004197

distance 0.305 · cross-district

#10 · Sataracell 4940006504

distance 0.324 · cross-district

#11 · Punecell 4900003171

distance 0.331 · cross-district

#12 · Nashikcell 4870005259

distance 0.331

#13 · Sataracell 4940008484

distance 0.333 · cross-district

#14 · Kolhapurcell 4800004190

distance 0.337 · cross-district

#15 · Punecell 4900000053

distance 0.338 · cross-district

#16 · Nashikcell 4870000630

distance 0.343

#17 · Sataracell 4940008827

distance 0.346 · cross-district

#18 · Sataracell 4940008188

distance 0.346 · 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":487,"cluster_id":4870004105}}}'

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.