Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003921

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006345

distance 0.198 · cross-district

#2 · Dharashivcell 4880003305

distance 0.217

#3 · Dharashivcell 4880003655

distance 0.224

#4 · Solapurcell 4960008732

distance 0.227 · cross-district

#5 · Jalnacell 4790000705

distance 0.228 · cross-district

#6 · Dharashivcell 4880003999

distance 0.23

#7 · Buldhanacell 4720006256

distance 0.23 · cross-district

#8 · Ahmednagarcell 4660001052

distance 0.231 · cross-district

#9 · Solapurcell 4960004240

distance 0.231 · cross-district

#10 · Solapurcell 4960010292

distance 0.232 · cross-district

#11 · Jalgaoncell 4780002586

distance 0.232 · cross-district

#12 · Sanglicell 4930006262

distance 0.232 · cross-district

#13 · Solapurcell 4960004554

distance 0.235 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001420

distance 0.235 · cross-district

#15 · Solapurcell 4960009123

distance 0.235 · cross-district

#16 · Punecell 4900007275

distance 0.236 · cross-district

#17 · Dharashivcell 4880003724

distance 0.236

#18 · Jalnacell 4790000790

distance 0.238 · 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":4880003921}}}'

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.