Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013182

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013217

distance 0.338

#2 · Punecell 4900013289

distance 0.347

#3 · Punecell 4900013078

distance 0.419

#4 · Punecell 4900013112

distance 0.427

#5 · Thanecell 4970001017

distance 0.429 · cross-district

#6 · Punecell 4900012917

distance 0.449

#7 · Thanecell 4970003060

distance 0.464 · cross-district

#8 · Thanecell 4970001693

distance 0.464 · cross-district

#9 · Punecell 4900013323

distance 0.471

#10 · Thanecell 4970000781

distance 0.478 · cross-district

#11 · Thanecell 4970001196

distance 0.484 · cross-district

#12 · Thanecell 4970001286

distance 0.492 · cross-district

#13 · Sataracell 4940007829

distance 0.496 · cross-district

#14 · Punecell 4900013220

distance 0.5

#15 · Punecell 4900013344

distance 0.501

#16 · Thanecell 4970002681

distance 0.501 · cross-district

#17 · Thanecell 4970002338

distance 0.502 · cross-district

#18 · Ahmednagarcell 4660009145

distance 0.507 · 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":4900013182}}}'

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.