Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000720

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000624

distance 0.13

#2 · Solapurcell 4960008172

distance 0.177 · cross-district

#3 · Punecell 4900001738

distance 0.191

#4 · Sataracell 4940003874

distance 0.197 · cross-district

#5 · Sataracell 4940006386

distance 0.2 · cross-district

#6 · Sataracell 4940006493

distance 0.2 · cross-district

#7 · Sataracell 4940007295

distance 0.203 · cross-district

#8 · Punecell 4900003088

distance 0.206

#9 · Punecell 4900002633

distance 0.207

#10 · Sataracell 4940006046

distance 0.207 · cross-district

#11 · Punecell 4900001436

distance 0.208

#12 · Sataracell 4940007169

distance 0.209 · cross-district

#13 · Sataracell 4940007895

distance 0.209 · cross-district

#14 · Sataracell 4940004100

distance 0.209 · cross-district

#15 · Sataracell 4940006494

distance 0.209 · cross-district

#16 · Punecell 4900001035

distance 0.211

#17 · Sataracell 4940006048

distance 0.212 · cross-district

#18 · Punecell 4900003335

distance 0.212

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":4900000720}}}'

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.