Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013359

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

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970001934

distance 0.322 · cross-district

#2 · Solapurcell 4960012214

distance 0.358 · cross-district

#3 · Solapurcell 4960010695

distance 0.36 · cross-district

#4 · Solapurcell 4960010771

distance 0.368 · cross-district

#5 · Jalgaoncell 4780001952

distance 0.371 · cross-district

#6 · Jalnacell 4790002670

distance 0.376 · cross-district

#7 · Nagpurcell 4840005423

distance 0.378 · cross-district

#8 · Thanecell 4970001935

distance 0.379 · cross-district

#9 · Thanecell 4970001939

distance 0.381 · cross-district

#10 · Nagpurcell 4840004676

distance 0.385 · cross-district

#11 · Jalnacell 4790003522

distance 0.386 · cross-district

#12 · Jalnacell 4790003336

distance 0.386 · cross-district

#13 · Jalgaoncell 4780001641

distance 0.386 · cross-district

#14 · Solapurcell 4960012023

distance 0.386 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002010

distance 0.387 · cross-district

#16 · Solapurcell 4960010775

distance 0.387 · cross-district

#17 · Jalnacell 4790003774

distance 0.388 · cross-district

#18 · Jalnacell 4790003692

distance 0.39 · 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":4900013359}}}'

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.