Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003885

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002454

distance 0.183

#2 · Punecell 4900003619

distance 0.186

#3 · Sataracell 4940007163

distance 0.19 · cross-district

#4 · Punecell 4900001561

distance 0.192

#5 · Punecell 4900001989

distance 0.21

#6 · Punecell 4900003886

distance 0.216

#7 · Punecell 4900002310

distance 0.242

#8 · Punecell 4900004415

distance 0.243

#9 · Nashikcell 4870001299

distance 0.251 · cross-district

#10 · Punecell 4900004297

distance 0.252

#11 · Punecell 4900007639

distance 0.253

#12 · Punecell 4900008095

distance 0.253

#13 · Punecell 4900004129

distance 0.254

#14 · Sataracell 4940004056

distance 0.256 · cross-district

#15 · Punecell 4900000780

distance 0.257

#16 · Sataracell 4940008396

distance 0.258 · cross-district

#17 · Punecell 4900004287

distance 0.26

#18 · Sataracell 4940006969

distance 0.26 · 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":4900003885}}}'

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.