Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001864

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001481

distance 0.197

#2 · Punecell 4900001159

distance 0.199

#3 · Sataracell 4940007711

distance 0.203 · cross-district

#4 · Punecell 4900000910

distance 0.214

#5 · Sataracell 4940007808

distance 0.219 · cross-district

#6 · Punecell 4900002470

distance 0.222

#7 · Solapurcell 4960005115

distance 0.227 · cross-district

#8 · Punecell 4900001582

distance 0.23

#9 · Nashikcell 4870011654

distance 0.231 · cross-district

#10 · Ahmednagarcell 4660011518

distance 0.232 · cross-district

#11 · Nashikcell 4870011886

distance 0.232 · cross-district

#12 · Punecell 4900003206

distance 0.234

#13 · Sanglicell 4930007137

distance 0.237 · cross-district

#14 · Nashikcell 4870006914

distance 0.237 · cross-district

#15 · Punecell 4900002936

distance 0.237

#16 · Sataracell 4940007714

distance 0.239 · cross-district

#17 · Punecell 4900005794

distance 0.239

#18 · Sataracell 4940007500

distance 0.239 · 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":4900001864}}}'

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.