Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004816

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004679

distance 0.095

#2 · Punecell 4900003707

distance 0.149

#3 · Punecell 4900001404

distance 0.176

#4 · Punecell 4900005242

distance 0.192

#5 · Punecell 4900004264

distance 0.198

#6 · Punecell 4900002739

distance 0.203

#7 · Punecell 4900005892

distance 0.204

#8 · Sataracell 4940008393

distance 0.206 · cross-district

#9 · Sataracell 4940008809

distance 0.209 · cross-district

#10 · Punecell 4900001814

distance 0.212

#11 · Punecell 4900004820

distance 0.213

#12 · Punecell 4900004819

distance 0.221

#13 · Punecell 4900004964

distance 0.223

#14 · Sataracell 4940007766

distance 0.224 · cross-district

#15 · Sataracell 4940006914

distance 0.227 · cross-district

#16 · Punecell 4900003698

distance 0.229

#17 · Punecell 4900003861

distance 0.229

#18 · Punecell 4900003716

distance 0.23

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":4900004816}}}'

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.