Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007376

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007166

distance 0.298 · cross-district

#2 · Punecell 4900006753

distance 0.313

#3 · Punecell 4900008430

distance 0.317

#4 · Sataracell 4940007131

distance 0.32 · cross-district

#5 · Punecell 4900007619

distance 0.322

#6 · Punecell 4900001601

distance 0.324

#7 · Sataracell 4940007860

distance 0.325 · cross-district

#8 · Ahmednagarcell 4660004336

distance 0.327 · cross-district

#9 · Punecell 4900005628

distance 0.33

#10 · Sataracell 4940008846

distance 0.331 · cross-district

#11 · Punecell 4900005241

distance 0.332

#12 · Punecell 4900002162

distance 0.334

#13 · Ahmednagarcell 4660003595

distance 0.337 · cross-district

#14 · Solapurcell 4960008867

distance 0.337 · cross-district

#15 · Sataracell 4940008082

distance 0.338 · cross-district

#16 · Sataracell 4940008478

distance 0.338 · cross-district

#17 · Punecell 4900000839

distance 0.339

#18 · Solapurcell 4960002394

distance 0.339 · 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":4900007376}}}'

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.