Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012232

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012298

distance 0.179

#2 · Punecell 4900012236

distance 0.213

#3 · Punecell 4900012455

distance 0.229

#4 · Punecell 4900013300

distance 0.235

#5 · Punecell 4900012233

distance 0.237

#6 · Punecell 4900012242

distance 0.248

#7 · Punecell 4900013218

distance 0.259

#8 · Punecell 4900012920

distance 0.262

#9 · Punecell 4900013193

distance 0.262

#10 · Punecell 4900012731

distance 0.27

#11 · Punecell 4900012303

distance 0.271

#12 · Punecell 4900013024

distance 0.28

#13 · Punecell 4900012667

distance 0.293

#14 · Punecell 4900012368

distance 0.299

#15 · Punecell 4900012379

distance 0.302

#16 · Punecell 4900012456

distance 0.303

#17 · Punecell 4900012250

distance 0.311

#18 · Punecell 4900013185

distance 0.311

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":4900012232}}}'

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.