Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013377

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.394

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013393

distance 0.394

#2 · Punecell 4900013386

distance 0.4

#3 · Punecell 4900013344

distance 0.446

#4 · Punecell 4900013392

distance 0.451

#5 · Ahmednagarcell 4660010481

distance 0.475 · cross-district

#6 · Thanecell 4970003148

distance 0.477 · cross-district

#7 · Punecell 4900013112

distance 0.489

#8 · Thanecell 4970002964

distance 0.49 · cross-district

#9 · Punecell 4900012917

distance 0.499

#10 · Thanecell 4970001017

distance 0.501 · cross-district

#11 · Punecell 4900013220

distance 0.506

#12 · Thanecell 4970003237

distance 0.513 · cross-district

#13 · Ahmednagarcell 4660010479

distance 0.513 · cross-district

#14 · Thanecell 4970003192

distance 0.515 · cross-district

#15 · Ahmednagarcell 4660012407

distance 0.519 · cross-district

#16 · Punecell 4900013390

distance 0.52

#17 · Thanecell 4970001196

distance 0.528 · cross-district

#18 · Punecell 4900012722

distance 0.528

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":4900013377}}}'

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.