Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013228

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013161

distance 0.23

#2 · Punecell 4900013229

distance 0.262

#3 · Punecell 4900013156

distance 0.292

#4 · Punecell 4900012318

distance 0.347

#5 · Punecell 4900000640

distance 0.356

#6 · Punecell 4900013057

distance 0.372

#7 · Punecell 4900013022

distance 0.375

#8 · Punecell 4900012676

distance 0.383

#9 · Chhatrapati Sambhajinagarcell 4690002716

distance 0.391 · cross-district

#10 · Punecell 4900000643

distance 0.401

#11 · Thanecell 4970001104

distance 0.405 · cross-district

#12 · Nashikcell 4870003105

distance 0.412 · cross-district

#13 · Nagpurcell 4840007423

distance 0.42 · cross-district

#14 · Nagpurcell 4840001412

distance 0.421 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004297

distance 0.422 · cross-district

#16 · Wardhacell 4980003815

distance 0.424 · cross-district

#17 · Punecell 4900013259

distance 0.425

#18 · Chhatrapati Sambhajinagarcell 4690003311

distance 0.425 · 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":4900013228}}}'

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.