Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013345

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013378

distance 0.19

#2 · Punecell 4900013306

distance 0.216

#3 · Punecell 4900013366

distance 0.278

#4 · Nashikcell 4870000215

distance 0.28 · cross-district

#5 · Punecell 4900013060

distance 0.289

#6 · Nashikcell 4870000327

distance 0.291 · cross-district

#7 · Ahmednagarcell 4660013187

distance 0.301 · cross-district

#8 · Nashikcell 4870000170

distance 0.306 · cross-district

#9 · Nashikcell 4870000082

distance 0.309 · cross-district

#10 · Punecell 4900013324

distance 0.322

#11 · Nashikcell 4870000093

distance 0.325 · cross-district

#12 · Punecell 4900013369

distance 0.325

#13 · Punecell 4900013327

distance 0.333

#14 · Punecell 4900013304

distance 0.336

#15 · Punecell 4900013303

distance 0.336

#16 · Ahmednagarcell 4660008643

distance 0.337 · cross-district

#17 · Nashikcell 4870000899

distance 0.337 · cross-district

#18 · Nashikcell 4870000401

distance 0.34 · 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":4900013345}}}'

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.