Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011592

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010945

distance 0.181

#2 · Punecell 4900010783

distance 0.235

#3 · Punecell 4900010445

distance 0.304

#4 · Punecell 4900008175

distance 0.307

#5 · Punecell 4900009685

distance 0.32

#6 · Punecell 4900011046

distance 0.333

#7 · Ahmednagarcell 4660007723

distance 0.34 · cross-district

#8 · Punecell 4900011339

distance 0.342

#9 · Punecell 4900010186

distance 0.343

#10 · Sataracell 4940008714

distance 0.35 · cross-district

#11 · Ahmednagarcell 4660008328

distance 0.351 · cross-district

#12 · Punecell 4900009499

distance 0.355

#13 · Punecell 4900007941

distance 0.359

#14 · Punecell 4900011338

distance 0.361

#15 · Punecell 4900011740

distance 0.364

#16 · Punecell 4900008843

distance 0.365

#17 · Ahmednagarcell 4660010170

distance 0.365 · cross-district

#18 · Ahmednagarcell 4660009681

distance 0.374 · 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":4900011592}}}'

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.