Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002947

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002946

distance 0.201

#2 · Punecell 4900002958

distance 0.208

#3 · Solapurcell 4960011725

distance 0.216 · cross-district

#4 · Solapurcell 4960011637

distance 0.219 · cross-district

#5 · Solapurcell 4960011057

distance 0.238 · cross-district

#6 · Punecell 4900003765

distance 0.246

#7 · Punecell 4900002516

distance 0.276

#8 · Punecell 4900002366

distance 0.277

#9 · Punecell 4900003497

distance 0.281

#10 · Punecell 4900002215

distance 0.282

#11 · Ahmednagarcell 4660003250

distance 0.284 · cross-district

#12 · Jalgaoncell 4780002792

distance 0.285 · cross-district

#13 · Punecell 4900002365

distance 0.285

#14 · Solapurcell 4960010753

distance 0.285 · cross-district

#15 · Solapurcell 4960011295

distance 0.289 · cross-district

#16 · Solapurcell 4960010677

distance 0.292 · cross-district

#17 · Solapurcell 4960006940

distance 0.292 · cross-district

#18 · Jalgaoncell 4780002791

distance 0.292 · 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":4900002947}}}'

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.