Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006470

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003474

distance 0.245 · cross-district

#2 · Sataracell 4940001245

distance 0.283 · cross-district

#3 · Sanglicell 4930005966

distance 0.284

#4 · Buldhanacell 4720003523

distance 0.294 · cross-district

#5 · Solapurcell 4960006462

distance 0.295 · cross-district

#6 · Sanglicell 4930006399

distance 0.295

#7 · Sataracell 4940000712

distance 0.298 · cross-district

#8 · Punecell 4900002207

distance 0.303 · cross-district

#9 · Solapurcell 4960010711

distance 0.305 · cross-district

#10 · Sataracell 4940006504

distance 0.307 · cross-district

#11 · Sanglicell 4930006330

distance 0.316

#12 · Ahmednagarcell 4660014248

distance 0.319 · cross-district

#13 · Sanglicell 4930006066

distance 0.319

#14 · Punecell 4900006772

distance 0.325 · cross-district

#15 · Sanglicell 4930004967

distance 0.326

#16 · Chhatrapati Sambhajinagarcell 4690001118

distance 0.33 · cross-district

#17 · Nashikcell 4870005005

distance 0.336 · cross-district

#18 · Sanglicell 4930005421

distance 0.338

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":493,"cluster_id":4930006470}}}'

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.