Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004030

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002640

distance 0.097

#2 · Punecell 4900002785

distance 0.119

#3 · Punecell 4900002335

distance 0.153

#4 · Punecell 4900003753

distance 0.154

#5 · Nashikcell 4870003397

distance 0.16 · cross-district

#6 · Punecell 4900002466

distance 0.161

#7 · Punecell 4900004859

distance 0.163

#8 · Punecell 4900006647

distance 0.163

#9 · Punecell 4900002004

distance 0.18

#10 · Punecell 4900007382

distance 0.181

#11 · Kolhapurcell 4800004714

distance 0.183 · cross-district

#12 · Kolhapurcell 4800004208

distance 0.186 · cross-district

#13 · Punecell 4900000782

distance 0.187

#14 · Punecell 4900003892

distance 0.189

#15 · Punecell 4900002176

distance 0.194

#16 · Punecell 4900002637

distance 0.198

#17 · Punecell 4900002003

distance 0.198

#18 · Punecell 4900004723

distance 0.199

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":4900004030}}}'

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.