Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013230

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012934

distance 0.323

#2 · Punecell 4900012984

distance 0.374

#3 · Sataracell 4940007645

distance 0.375 · cross-district

#4 · Punecell 4900012806

distance 0.386

#5 · Punecell 4900012880

distance 0.401

#6 · Punecell 4900012981

distance 0.403

#7 · Punecell 4900013148

distance 0.404

#8 · Punecell 4900012938

distance 0.404

#9 · Punecell 4900012866

distance 0.408

#10 · Punecell 4900012532

distance 0.411

#11 · Punecell 4900012804

distance 0.415

#12 · Nagpurcell 4840003742

distance 0.416 · cross-district

#13 · Thanecell 4970002643

distance 0.417 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001726

distance 0.419 · cross-district

#15 · Jalnacell 4790004118

distance 0.42 · cross-district

#16 · Nagpurcell 4840003643

distance 0.425 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003033

distance 0.431 · cross-district

#18 · Punecell 4900001385

distance 0.437

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":4900013230}}}'

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.