Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007368

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005175

distance 0.201 · cross-district

#2 · Punecell 4900004955

distance 0.202

#3 · Punecell 4900007369

distance 0.203

#4 · Sataracell 4940008728

distance 0.204 · cross-district

#5 · Punecell 4900005772

distance 0.205

#6 · Punecell 4900001673

distance 0.207

#7 · Punecell 4900006015

distance 0.221

#8 · Punecell 4900006395

distance 0.222

#9 · Punecell 4900007372

distance 0.224

#10 · Punecell 4900004271

distance 0.227

#11 · Punecell 4900004676

distance 0.229

#12 · Sataracell 4940007678

distance 0.237 · cross-district

#13 · Punecell 4900001401

distance 0.239

#14 · Punecell 4900003577

distance 0.241

#15 · Ahmednagarcell 4660003650

distance 0.241 · cross-district

#16 · Solapurcell 4960007771

distance 0.241 · cross-district

#17 · Sataracell 4940007683

distance 0.243 · cross-district

#18 · Sataracell 4940007026

distance 0.245 · 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":4900007368}}}'

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.