Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013222

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013046

distance 0.162

#2 · Punecell 4900013115

distance 0.22

#3 · Thanecell 4970001773

distance 0.28 · cross-district

#4 · Punecell 4900013226

distance 0.281

#5 · Thanecell 4970001853

distance 0.304 · cross-district

#6 · Punecell 4900013152

distance 0.304

#7 · Punecell 4900013186

distance 0.311

#8 · Thanecell 4970001857

distance 0.317 · cross-district

#9 · Punecell 4900012927

distance 0.317

#10 · Punecell 4900013118

distance 0.318

#11 · Thanecell 4970001601

distance 0.323 · cross-district

#12 · Punecell 4900013150

distance 0.323

#13 · Punecell 4900013080

distance 0.328

#14 · Punecell 4900012526

distance 0.336

#15 · Punecell 4900013055

distance 0.337

#16 · Punecell 4900012726

distance 0.338

#17 · Thanecell 4970001194

distance 0.339 · cross-district

#18 · Thanecell 4970001848

distance 0.341 · 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":4900013222}}}'

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.