Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007309

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007671

distance 0.201

#2 · Punecell 4900007553

distance 0.203

#3 · Punecell 4900005961

distance 0.208

#4 · Punecell 4900006813

distance 0.222

#5 · Punecell 4900005176

distance 0.232

#6 · Punecell 4900005042

distance 0.241

#7 · Punecell 4900006814

distance 0.25

#8 · Punecell 4900005308

distance 0.258

#9 · Punecell 4900004770

distance 0.265

#10 · Punecell 4900007672

distance 0.28

#11 · Punecell 4900005307

distance 0.28

#12 · Punecell 4900007675

distance 0.289

#13 · Punecell 4900004767

distance 0.297

#14 · Punecell 4900007064

distance 0.298

#15 · Punecell 4900005439

distance 0.3

#16 · Punecell 4900007184

distance 0.309

#17 · Punecell 4900007306

distance 0.311

#18 · Punecell 4900007554

distance 0.316

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":4900007309}}}'

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.