Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000542

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007644

distance 0.306 · cross-district

#2 · Sataracell 4940008156

distance 0.328 · cross-district

#3 · Sataracell 4940007851

distance 0.364 · cross-district

#4 · Punecell 4900003675

distance 0.365

#5 · Punecell 4900000547

distance 0.371

#6 · Nashikcell 4870002169

distance 0.372 · cross-district

#7 · Punecell 4900003689

distance 0.393

#8 · Nashikcell 4870001737

distance 0.395 · cross-district

#9 · Punecell 4900000383

distance 0.397

#10 · Punecell 4900000314

distance 0.398

#11 · Punecell 4900000330

distance 0.399

#12 · Sataracell 4940007750

distance 0.4 · cross-district

#13 · Punecell 4900012772

distance 0.401

#14 · Punecell 4900003003

distance 0.403

#15 · Sataracell 4940007223

distance 0.406 · cross-district

#16 · Punecell 4900000380

distance 0.408

#17 · Punecell 4900006151

distance 0.408

#18 · Solapurcell 4960007663

distance 0.411 · 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":4900000542}}}'

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.