Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001052

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000789

distance 0.133

#2 · Punecell 4900000826

distance 0.144

#3 · Punecell 4900000930

distance 0.145

#4 · Punecell 4900001295

distance 0.148

#5 · Sataracell 4940008337

distance 0.153 · cross-district

#6 · Punecell 4900001009

distance 0.154

#7 · Punecell 4900003219

distance 0.155

#8 · Sataracell 4940008132

distance 0.157 · cross-district

#9 · Sataracell 4940008444

distance 0.157 · cross-district

#10 · Sataracell 4940008445

distance 0.159 · cross-district

#11 · Sataracell 4940007276

distance 0.16 · cross-district

#12 · Punecell 4900000689

distance 0.163

#13 · Solapurcell 4960008265

distance 0.167 · cross-district

#14 · Punecell 4900000480

distance 0.175

#15 · Punecell 4900000507

distance 0.175

#16 · Sataracell 4940008536

distance 0.176 · cross-district

#17 · Punecell 4900001035

distance 0.176

#18 · Sataracell 4940008233

distance 0.176 · 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":4900001052}}}'

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.