Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003485

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011549

distance 0.148 · cross-district

#2 · Punecell 4900002026

distance 0.164

#3 · Punecell 4900002632

distance 0.166

#4 · Punecell 4900002911

distance 0.176

#5 · Punecell 4900001203

distance 0.188

#6 · Solapurcell 4960005276

distance 0.191 · cross-district

#7 · Nashikcell 4870004699

distance 0.195 · cross-district

#8 · Punecell 4900001589

distance 0.196

#9 · Punecell 4900001294

distance 0.198

#10 · Punecell 4900003334

distance 0.198

#11 · Punecell 4900002481

distance 0.2

#12 · Solapurcell 4960000289

distance 0.204 · cross-district

#13 · Nashikcell 4870006007

distance 0.205 · cross-district

#14 · Punecell 4900003078

distance 0.205

#15 · Nashikcell 4870005571

distance 0.207 · cross-district

#16 · Punecell 4900002007

distance 0.209

#17 · Solapurcell 4960002526

distance 0.209 · cross-district

#18 · Nashikcell 4870005870

distance 0.21 · 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":4900003485}}}'

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.