Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002221

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002222

distance 0.1

#2 · Punecell 4900002520

distance 0.154

#3 · Punecell 4900002371

distance 0.166

#4 · Punecell 4900002068

distance 0.167

#5 · Punecell 4900002821

distance 0.172

#6 · Punecell 4900002521

distance 0.188

#7 · Punecell 4900002673

distance 0.19

#8 · Punecell 4900007288

distance 0.197

#9 · Raigadcell 4910001805

distance 0.199 · cross-district

#10 · Punecell 4900002820

distance 0.2

#11 · Punecell 4900002674

distance 0.204

#12 · Raigadcell 4910001964

distance 0.205 · cross-district

#13 · Punecell 4900002819

distance 0.205

#14 · Punecell 4900002670

distance 0.207

#15 · Raigadcell 4910001401

distance 0.218 · cross-district

#16 · Punecell 4900003776

distance 0.22

#17 · Punecell 4900002818

distance 0.22

#18 · Raigadcell 4910001861

distance 0.222 · 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":4900002221}}}'

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.