Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006401

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004808

distance 0.305 · cross-district

#2 · Punecell 4900003719

distance 0.322

#3 · Punecell 4900012281

distance 0.332

#4 · Punecell 4900000893

distance 0.348

#5 · Punecell 4900011947

distance 0.355

#6 · Punecell 4900011552

distance 0.357

#7 · Punecell 4900010638

distance 0.358

#8 · Punecell 4900006765

distance 0.366

#9 · Punecell 4900007486

distance 0.369

#10 · Punecell 4900000412

distance 0.372

#11 · Punecell 4900011354

distance 0.379

#12 · Solapurcell 4960007609

distance 0.381 · cross-district

#13 · Ahmednagarcell 4660003992

distance 0.385 · cross-district

#14 · Punecell 4900006523

distance 0.387

#15 · Ahmednagarcell 4660004550

distance 0.388 · cross-district

#16 · Punecell 4900000574

distance 0.388

#17 · Punecell 4900000960

distance 0.397

#18 · Punecell 4900011554

distance 0.4

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":4900006401}}}'

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.