Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000074

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000951

distance 0.169

#2 · Punecell 4900000297

distance 0.173

#3 · Solapurcell 4960008173

distance 0.176 · cross-district

#4 · Punecell 4900000597

distance 0.179

#5 · Punecell 4900000161

distance 0.181

#6 · Punecell 4900000241

distance 0.185

#7 · Punecell 4900000625

distance 0.193

#8 · Punecell 4900000427

distance 0.194

#9 · Punecell 4900000238

distance 0.199

#10 · Punecell 4900001174

distance 0.202

#11 · Punecell 4900000422

distance 0.205

#12 · Punecell 4900000813

distance 0.206

#13 · Sataracell 4940008437

distance 0.209 · cross-district

#14 · Punecell 4900000017

distance 0.211

#15 · Punecell 4900000511

distance 0.217

#16 · Punecell 4900000135

distance 0.218

#17 · Sataracell 4940003994

distance 0.219 · cross-district

#18 · Solapurcell 4960009173

distance 0.221 · 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":4900000074}}}'

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.