Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740001532

The MH-36 locality cells most similar to this Dhule 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002497

distance 0.304 · cross-district

#2 · Beedcell 4700003011

distance 0.319 · cross-district

#3 · Beedcell 4700002840

distance 0.329 · cross-district

#4 · Beedcell 4700002995

distance 0.354 · cross-district

#5 · Beedcell 4700002638

distance 0.354 · cross-district

#6 · Dharashivcell 4880005793

distance 0.372 · cross-district

#7 · Nandedcell 4850005819

distance 0.374 · cross-district

#8 · Beedcell 4700002848

distance 0.379 · cross-district

#9 · Beedcell 4700008952

distance 0.38 · cross-district

#10 · Dhulecell 4740002570

distance 0.381

#11 · Beedcell 4700005401

distance 0.384 · cross-district

#12 · Dhulecell 4740001668

distance 0.384

#13 · Beedcell 4700002183

distance 0.386 · cross-district

#14 · Nandedcell 4850004313

distance 0.393 · cross-district

#15 · Beedcell 4700002844

distance 0.393 · cross-district

#16 · Parbhanicell 4890001318

distance 0.395 · cross-district

#17 · Ahmednagarcell 4660001044

distance 0.396 · cross-district

#18 · Beedcell 4700008951

distance 0.397 · 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":474,"cluster_id":4740001532}}}'

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.