Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005103

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004612

distance 0.178

#2 · Jalnacell 4790006108

distance 0.191 · cross-district

#3 · Dharashivcell 4880004623

distance 0.193

#4 · Chhatrapati Sambhajinagarcell 4690005035

distance 0.205 · cross-district

#5 · Solapurcell 4960004498

distance 0.208 · cross-district

#6 · Solapurcell 4960007987

distance 0.209 · cross-district

#7 · Buldhanacell 4720003012

distance 0.21 · cross-district

#8 · Laturcell 4810000213

distance 0.211 · cross-district

#9 · Dharashivcell 4880002769

distance 0.212

#10 · Beedcell 4700001411

distance 0.212 · cross-district

#11 · Buldhanacell 4720002451

distance 0.214 · cross-district

#12 · Laturcell 4810001691

distance 0.214 · cross-district

#13 · Beedcell 4700000584

distance 0.216 · cross-district

#14 · Buldhanacell 4720001391

distance 0.217 · cross-district

#15 · Jalgaoncell 4780001181

distance 0.218 · cross-district

#16 · Solapurcell 4960004462

distance 0.222 · cross-district

#17 · Beedcell 4700001336

distance 0.222 · cross-district

#18 · Solapurcell 4960005092

distance 0.222 · 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":488,"cluster_id":4880005103}}}'

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.