Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006022

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006148

distance 0.209

#2 · Punecell 4900006145

distance 0.227

#3 · Punecell 4900003317

distance 0.278

#4 · Ahmednagarcell 4660005229

distance 0.288 · cross-district

#5 · Ahmednagarcell 4660007886

distance 0.301 · cross-district

#6 · Ahmednagarcell 4660007735

distance 0.306 · cross-district

#7 · Sataracell 4940007760

distance 0.306 · cross-district

#8 · Sanglicell 4930006919

distance 0.307 · cross-district

#9 · Punecell 4900009813

distance 0.309

#10 · Punecell 4900001307

distance 0.312

#11 · Ahmednagarcell 4660004766

distance 0.319 · cross-district

#12 · Ahmednagarcell 4660007353

distance 0.326 · cross-district

#13 · Punecell 4900001946

distance 0.329

#14 · Punecell 4900001437

distance 0.332

#15 · Ahmednagarcell 4660003316

distance 0.336 · cross-district

#16 · Sataracell 4940007545

distance 0.336 · cross-district

#17 · Punecell 4900001445

distance 0.337

#18 · Sataracell 4940008215

distance 0.338 · 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":4900006022}}}'

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.