Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012917

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

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012965

distance 0.265

#2 · Punecell 4900012858

distance 0.288

#3 · Punecell 4900013344

distance 0.302

#4 · Thanecell 4970001694

distance 0.429 · cross-district

#5 · Punecell 4900012792

distance 0.43

#6 · Punecell 4900013217

distance 0.437

#7 · Punecell 4900013182

distance 0.449

#8 · Punecell 4900000526

distance 0.464

#9 · Punecell 4900012722

distance 0.469

#10 · Punecell 4900013289

distance 0.477

#11 · Punecell 4900013113

distance 0.477

#12 · Ahmednagarcell 4660010310

distance 0.482 · cross-district

#13 · Punecell 4900000864

distance 0.491

#14 · Punecell 4900013290

distance 0.492

#15 · Punecell 4900012967

distance 0.495

#16 · Punecell 4900013157

distance 0.497

#17 · Punecell 4900013377

distance 0.499

#18 · Punecell 4900012300

distance 0.5

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":4900012917}}}'

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.