Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000038

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008283

distance 0.14 · cross-district

#2 · Punecell 4900000959

distance 0.15

#3 · Sataracell 4940008613

distance 0.186 · cross-district

#4 · Sataracell 4940008612

distance 0.188 · cross-district

#5 · Punecell 4900000022

distance 0.188

#6 · Punecell 4900000714

distance 0.195

#7 · Sataracell 4940008538

distance 0.206 · cross-district

#8 · Punecell 4900000507

distance 0.207

#9 · Punecell 4900000835

distance 0.207

#10 · Solapurcell 4960007434

distance 0.211 · cross-district

#11 · Punecell 4900000030

distance 0.212

#12 · Punecell 4900000057

distance 0.214

#13 · Punecell 4900001889

distance 0.214

#14 · Sataracell 4940008692

distance 0.215 · cross-district

#15 · Punecell 4900002196

distance 0.217

#16 · Punecell 4900000046

distance 0.217

#17 · Solapurcell 4960007566

distance 0.217 · cross-district

#18 · Solapurcell 4960005966

distance 0.219 · 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":4900000038}}}'

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.