Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004301

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004712

distance 0.267

#2 · Punecell 4900004838

distance 0.268

#3 · Punecell 4900002616

distance 0.272

#4 · Solapurcell 4960001058

distance 0.285 · cross-district

#5 · Buldhanacell 4720003793

distance 0.301 · cross-district

#6 · Punecell 4900003750

distance 0.301

#7 · Solapurcell 4960007273

distance 0.302 · cross-district

#8 · Punecell 4900005536

distance 0.306

#9 · Nashikcell 4870000464

distance 0.306 · cross-district

#10 · Nashikcell 4870001207

distance 0.316 · cross-district

#11 · Punecell 4900001852

distance 0.317

#12 · Sanglicell 4930006506

distance 0.319 · cross-district

#13 · Punecell 4900001545

distance 0.322

#14 · Beedcell 4700005212

distance 0.327 · cross-district

#15 · Nashikcell 4870001389

distance 0.327 · cross-district

#16 · Parbhanicell 4890002902

distance 0.329 · cross-district

#17 · Ahmednagarcell 4660006171

distance 0.33 · cross-district

#18 · Sataracell 4940005972

distance 0.333 · 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":4900004301}}}'

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.