Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003877

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003086

distance 0.218

#2 · Nashikcell 4870001016

distance 0.219 · cross-district

#3 · Sataracell 4940007817

distance 0.221 · cross-district

#4 · Solapurcell 4960000349

distance 0.232 · cross-district

#5 · Punecell 4900007520

distance 0.234

#6 · Punecell 4900002915

distance 0.234

#7 · Punecell 4900003899

distance 0.243

#8 · Punecell 4900000901

distance 0.248

#9 · Punecell 4900000469

distance 0.248

#10 · Sataracell 4940007810

distance 0.253 · cross-district

#11 · Punecell 4900004178

distance 0.255

#12 · Punecell 4900003054

distance 0.256

#13 · Punecell 4900001855

distance 0.257

#14 · Sataracell 4940008489

distance 0.258 · cross-district

#15 · Punecell 4900004583

distance 0.259

#16 · Punecell 4900001012

distance 0.262

#17 · Ahmednagarcell 4660013510

distance 0.263 · cross-district

#18 · Sataracell 4940008490

distance 0.264 · 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":4900003877}}}'

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.