Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007721

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007601

distance 0.141

#2 · Punecell 4900006519

distance 0.22

#3 · Punecell 4900006623

distance 0.222

#4 · Punecell 4900004677

distance 0.225

#5 · Sataracell 4940007243

distance 0.239 · cross-district

#6 · Punecell 4900011207

distance 0.24

#7 · Punecell 4900003980

distance 0.245

#8 · Punecell 4900006619

distance 0.249

#9 · Punecell 4900004949

distance 0.255

#10 · Punecell 4900007362

distance 0.26

#11 · Sataracell 4940008479

distance 0.26 · cross-district

#12 · Punecell 4900003297

distance 0.261

#13 · Punecell 4900004120

distance 0.261

#14 · Punecell 4900005756

distance 0.265

#15 · Punecell 4900005089

distance 0.267

#16 · Punecell 4900010807

distance 0.268

#17 · Punecell 4900011285

distance 0.27

#18 · Punecell 4900010296

distance 0.271

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":4900007721}}}'

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.