Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006396

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.33

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005024

distance 0.33 · cross-district

#2 · Solapurcell 4960004079

distance 0.338 · cross-district

#3 · Sataracell 4940007629

distance 0.355 · cross-district

#4 · Sataracell 4940008955

distance 0.365 · cross-district

#5 · Sataracell 4940003831

distance 0.366 · cross-district

#6 · Sataracell 4940003597

distance 0.368 · cross-district

#7 · Nashikcell 4870000639

distance 0.37 · cross-district

#8 · Punecell 4900005515

distance 0.383

#9 · Ahmednagarcell 4660012689

distance 0.389 · cross-district

#10 · Nashikcell 4870001242

distance 0.392 · cross-district

#11 · Nashikcell 4870000440

distance 0.394 · cross-district

#12 · Punecell 4900012550

distance 0.394

#13 · Punecell 4900001358

distance 0.394

#14 · Jalgaoncell 4780002274

distance 0.405 · cross-district

#15 · Ahmednagarcell 4660011796

distance 0.405 · cross-district

#16 · Solapurcell 4960000439

distance 0.409 · cross-district

#17 · Sataracell 4940003483

distance 0.41 · cross-district

#18 · Sanglicell 4930006837

distance 0.411 · 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":4900006396}}}'

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.