Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003166

The MH-36 locality cells most similar to this Chandrapur 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

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004277

distance 0.232 · cross-district

#2 · Nandedcell 4850004284

distance 0.233 · cross-district

#3 · Chandrapurcell 4730003599

distance 0.245

#4 · Jalgaoncell 4780006376

distance 0.254 · cross-district

#5 · Parbhanicell 4890003188

distance 0.255 · cross-district

#6 · Parbhanicell 4890001954

distance 0.255 · cross-district

#7 · Parbhanicell 4890001703

distance 0.256 · cross-district

#8 · Nandedcell 4850003929

distance 0.26 · cross-district

#9 · Nandedcell 4850007261

distance 0.264 · cross-district

#10 · Chandrapurcell 4730002243

distance 0.267

#11 · Hingolicell 4770002400

distance 0.276 · cross-district

#12 · Jalgaoncell 4780003599

distance 0.277 · cross-district

#13 · Parbhanicell 4890003002

distance 0.278 · cross-district

#14 · Parbhanicell 4890002607

distance 0.283 · cross-district

#15 · Nandedcell 4850005016

distance 0.284 · cross-district

#16 · Dharashivcell 4880000070

distance 0.285 · cross-district

#17 · Parbhanicell 4890002772

distance 0.285 · cross-district

#18 · Nandedcell 4850004266

distance 0.287 · 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":473,"cluster_id":4730003166}}}'

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.