Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005775

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005139

distance 0.311 · cross-district

#2 · Punecell 4900006285

distance 0.329

#3 · Ahmednagarcell 4660005130

distance 0.348 · cross-district

#4 · Ahmednagarcell 4660007137

distance 0.369 · cross-district

#5 · Punecell 4900005905

distance 0.371

#6 · Sataracell 4940008117

distance 0.373 · cross-district

#7 · Punecell 4900008848

distance 0.382

#8 · Punecell 4900001014

distance 0.386

#9 · Punecell 4900001441

distance 0.39

#10 · Punecell 4900005778

distance 0.392

#11 · Punecell 4900001280

distance 0.394

#12 · Punecell 4900008732

distance 0.395

#13 · Punecell 4900003435

distance 0.397

#14 · Kolhapurcell 4800004958

distance 0.398 · cross-district

#15 · Punecell 4900006137

distance 0.402

#16 · Punecell 4900005098

distance 0.404

#17 · Sataracell 4940007122

distance 0.404 · cross-district

#18 · Solapurcell 4960007671

distance 0.405 · 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":4900005775}}}'

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.