Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003719

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001387

distance 0.257 · cross-district

#2 · Punecell 4900006401

distance 0.322

#3 · Punecell 4900006404

distance 0.333

#4 · Nashikcell 4870003565

distance 0.333 · cross-district

#5 · Punecell 4900004974

distance 0.342

#6 · Punecell 4900003430

distance 0.347

#7 · Solapurcell 4960008139

distance 0.369 · cross-district

#8 · Punecell 4900003871

distance 0.371

#9 · Punecell 4900012283

distance 0.375

#10 · Ahmednagarcell 4660008248

distance 0.378 · cross-district

#11 · Nashikcell 4870001119

distance 0.379 · cross-district

#12 · Solapurcell 4960007609

distance 0.391 · cross-district

#13 · Nashikcell 4870001846

distance 0.393 · cross-district

#14 · Punecell 4900003982

distance 0.395

#15 · Nashikcell 4870001690

distance 0.398 · cross-district

#16 · Nashikcell 4870003972

distance 0.405 · cross-district

#17 · Sanglicell 4930005300

distance 0.405 · cross-district

#18 · Punecell 4900002451

distance 0.406

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":4900003719}}}'

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.