Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000036

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011546

distance 0.188 · cross-district

#2 · Punecell 4900000022

distance 0.225

#3 · Solapurcell 4960008391

distance 0.227 · cross-district

#4 · Solapurcell 4960005567

distance 0.245 · cross-district

#5 · Punecell 4900000477

distance 0.245

#6 · Sataracell 4940000935

distance 0.247 · cross-district

#7 · Punecell 4900000391

distance 0.248

#8 · Punecell 4900000125

distance 0.255

#9 · Beedcell 4700007128

distance 0.255 · cross-district

#10 · Punecell 4900001004

distance 0.258

#11 · Punecell 4900002631

distance 0.26

#12 · Sataracell 4940008692

distance 0.262 · cross-district

#13 · Sataracell 4940000710

distance 0.262 · cross-district

#14 · Punecell 4900001434

distance 0.263

#15 · Solapurcell 4960007435

distance 0.264 · cross-district

#16 · Solapurcell 4960008372

distance 0.267 · cross-district

#17 · Solapurcell 4960005835

distance 0.268 · cross-district

#18 · Punecell 4900001081

distance 0.27

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":4900000036}}}'

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.