Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012967

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013293

distance 0.226

#2 · Punecell 4900013290

distance 0.265

#3 · Punecell 4900000253

distance 0.277

#4 · Thanecell 4970001778

distance 0.305 · cross-district

#5 · Punecell 4900013008

distance 0.317

#6 · Punecell 4900013113

distance 0.32

#7 · Thanecell 4970000855

distance 0.329 · cross-district

#8 · Punecell 4900013043

distance 0.33

#9 · Punecell 4900013316

distance 0.334

#10 · Punecell 4900013256

distance 0.337

#11 · Punecell 4900013292

distance 0.364

#12 · Sataracell 4940001918

distance 0.373 · cross-district

#13 · Punecell 4900013190

distance 0.38

#14 · Sataracell 4940008036

distance 0.382 · cross-district

#15 · Punecell 4900000741

distance 0.39

#16 · Sataracell 4940008244

distance 0.392 · cross-district

#17 · Ahmednagarcell 4660010968

distance 0.392 · cross-district

#18 · Sataracell 4940004313

distance 0.398 · 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":4900012967}}}'

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.