Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009393

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000299

distance 0.244 · cross-district

#2 · Jalgaoncell 4780001030

distance 0.252 · cross-district

#3 · Chandrapurcell 4730009318

distance 0.26

#4 · Bhandaracell 4710000746

distance 0.274 · cross-district

#5 · Gadchirolicell 4750011985

distance 0.296 · cross-district

#6 · Nagpurcell 4840003749

distance 0.307 · cross-district

#7 · Jalgaoncell 4780000295

distance 0.316 · cross-district

#8 · Chandrapurcell 4730005898

distance 0.334

#9 · Gondiacell 4760001670

distance 0.341 · cross-district

#10 · Dhulecell 4740001066

distance 0.343 · cross-district

#11 · Chandrapurcell 4730001102

distance 0.346

#12 · Dhulecell 4740001482

distance 0.347 · cross-district

#13 · Dhulecell 4740001698

distance 0.35 · cross-district

#14 · Jalgaoncell 4780001141

distance 0.352 · cross-district

#15 · Nashikcell 4870010469

distance 0.352 · cross-district

#16 · Nagpurcell 4840008318

distance 0.352 · cross-district

#17 · Ahmednagarcell 4660013990

distance 0.356 · cross-district

#18 · Jalgaoncell 4780000406

distance 0.364 · 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":4730009393}}}'

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.