Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005895

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004413

distance 0.236

#2 · Punecell 4900004546

distance 0.242

#3 · Punecell 4900007006

distance 0.244

#4 · Ahmednagarcell 4660010676

distance 0.259 · cross-district

#5 · Punecell 4900006520

distance 0.262

#6 · Punecell 4900006513

distance 0.265

#7 · Ahmednagarcell 4660003945

distance 0.276 · cross-district

#8 · Punecell 4900001686

distance 0.276

#9 · Ahmednagarcell 4660007586

distance 0.277 · cross-district

#10 · Ahmednagarcell 4660012293

distance 0.278 · cross-district

#11 · Punecell 4900007378

distance 0.285

#12 · Punecell 4900000457

distance 0.287

#13 · Punecell 4900004972

distance 0.289

#14 · Sataracell 4940007389

distance 0.292 · cross-district

#15 · Sataracell 4940008293

distance 0.294 · cross-district

#16 · Sanglicell 4930006829

distance 0.296 · cross-district

#17 · Sataracell 4940008302

distance 0.296 · cross-district

#18 · Solapurcell 4960003647

distance 0.297 · 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":4900005895}}}'

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.