Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960000180

The MH-36 locality cells most similar to this Solapur 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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002706

distance 0.199 · cross-district

#2 · Solapurcell 4960000812

distance 0.221

#3 · Beedcell 4700001409

distance 0.233 · cross-district

#4 · Dharashivcell 4880006202

distance 0.239 · cross-district

#5 · Punecell 4900005384

distance 0.251 · cross-district

#6 · Buldhanacell 4720002786

distance 0.252 · cross-district

#7 · Sanglicell 4930004279

distance 0.254 · cross-district

#8 · Beedcell 4700004624

distance 0.257 · cross-district

#9 · Sanglicell 4930006880

distance 0.268 · cross-district

#10 · Nashikcell 4870006505

distance 0.27 · cross-district

#11 · Sanglicell 4930001184

distance 0.273 · cross-district

#12 · Sanglicell 4930006821

distance 0.273 · cross-district

#13 · Beedcell 4700005419

distance 0.273 · cross-district

#14 · Buldhanacell 4720002043

distance 0.273 · cross-district

#15 · Ahmednagarcell 4660003475

distance 0.273 · cross-district

#16 · Amravaticell 4680003282

distance 0.277 · cross-district

#17 · Sanglicell 4930007131

distance 0.281 · cross-district

#18 · Nashikcell 4870006304

distance 0.281 · 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":496,"cluster_id":4960000180}}}'

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.