Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013187

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012802

distance 0.18

#2 · Punecell 4900012799

distance 0.194

#3 · Punecell 4900012982

distance 0.212

#4 · Punecell 4900012871

distance 0.225

#5 · Punecell 4900013021

distance 0.227

#6 · Punecell 4900012803

distance 0.233

#7 · Punecell 4900012866

distance 0.237

#8 · Punecell 4900012804

distance 0.238

#9 · Punecell 4900012390

distance 0.239

#10 · Punecell 4900012531

distance 0.243

#11 · Thanecell 4970001447

distance 0.251 · cross-district

#12 · Punecell 4900012319

distance 0.252

#13 · Punecell 4900013010

distance 0.259

#14 · Punecell 4900012798

distance 0.264

#15 · Thanecell 4970001852

distance 0.264 · cross-district

#16 · Thanecell 4970001102

distance 0.268 · cross-district

#17 · Thanecell 4970000853

distance 0.27 · cross-district

#18 · Thanecell 4970001012

distance 0.271 · 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":4900013187}}}'

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.