Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002157

The MH-36 locality cells most similar to this Pune 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002015

distance 0.138

#2 · Punecell 4900002315

distance 0.214

#3 · Punecell 4900004449

distance 0.216

#4 · Punecell 4900003596

distance 0.216

#5 · Punecell 4900002772

distance 0.219

#6 · Punecell 4900001159

distance 0.221

#7 · Ahmednagarcell 4660007355

distance 0.221 · cross-district

#8 · Punecell 4900002470

distance 0.222

#9 · Nashikcell 4870001783

distance 0.226 · cross-district

#10 · Ahmednagarcell 4660012157

distance 0.229 · cross-district

#11 · Sataracell 4940008420

distance 0.232 · cross-district

#12 · Punecell 4900002137

distance 0.237

#13 · Punecell 4900001884

distance 0.239

#14 · Punecell 4900001026

distance 0.24

#15 · Punecell 4900000942

distance 0.243

#16 · Ahmednagarcell 4660013009

distance 0.245 · cross-district

#17 · Punecell 4900000883

distance 0.246

#18 · Ahmednagarcell 4660014597

distance 0.248 · 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":490,"cluster_id":4900002157}}}'

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.