Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007977

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008186

distance 0.16

#2 · Punecell 4900007848

distance 0.189

#3 · Punecell 4900008300

distance 0.212

#4 · Punecell 4900011278

distance 0.22

#5 · Punecell 4900010372

distance 0.236

#6 · Punecell 4900009695

distance 0.238

#7 · Punecell 4900008967

distance 0.257

#8 · Punecell 4900001662

distance 0.259

#9 · Punecell 4900002117

distance 0.266

#10 · Punecell 4900009296

distance 0.271

#11 · Punecell 4900010375

distance 0.273

#12 · Punecell 4900009507

distance 0.275

#13 · Punecell 4900002118

distance 0.277

#14 · Punecell 4900009807

distance 0.281

#15 · Punecell 4900001803

distance 0.282

#16 · Ahmednagarcell 4660005082

distance 0.284 · cross-district

#17 · Punecell 4900008185

distance 0.286

#18 · Punecell 4900010809

distance 0.289

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":4900007977}}}'

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.