Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002485

The MH-36 locality cells most similar to this Dharashiv 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002710

distance 0.182

#2 · Laturcell 4810001881

distance 0.226 · cross-district

#3 · Beedcell 4700001597

distance 0.232 · cross-district

#4 · Laturcell 4810000282

distance 0.233 · cross-district

#5 · Dharashivcell 4880000101

distance 0.25

#6 · Dharashivcell 4880002810

distance 0.251

#7 · Dharashivcell 4880002590

distance 0.253

#8 · Dharashivcell 4880001579

distance 0.258

#9 · Laturcell 4810002243

distance 0.265 · cross-district

#10 · Dharashivcell 4880002420

distance 0.266

#11 · Beedcell 4700000911

distance 0.268 · cross-district

#12 · Laturcell 4810000288

distance 0.278 · cross-district

#13 · Laturcell 4810001052

distance 0.279 · cross-district

#14 · Laturcell 4810001534

distance 0.279 · cross-district

#15 · Dharashivcell 4880004911

distance 0.282

#16 · Solapurcell 4960012252

distance 0.282 · cross-district

#17 · Sanglicell 4930000129

distance 0.282 · cross-district

#18 · Dharashivcell 4880003575

distance 0.283

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":488,"cluster_id":4880002485}}}'

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.