Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003247

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.341

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003195

distance 0.341 · cross-district

#2 · Wardhacell 4980000988

distance 0.395 · cross-district

#3 · Nagpurcell 4840003374

distance 0.433 · cross-district

#4 · Buldhanacell 4720001710

distance 0.441 · cross-district

#5 · Ahmednagarcell 4660005580

distance 0.453 · cross-district

#6 · Nagpurcell 4840003200

distance 0.457 · cross-district

#7 · Yavatmalcell 5000009656

distance 0.457 · cross-district

#8 · Beedcell 4700005549

distance 0.459 · cross-district

#9 · Nandedcell 4850005198

distance 0.482 · cross-district

#10 · Chandrapurcell 4730003313

distance 0.487

#11 · Nagpurcell 4840004383

distance 0.493 · cross-district

#12 · Ahmednagarcell 4660005579

distance 0.499 · cross-district

#13 · Solapurcell 4960005206

distance 0.506 · cross-district

#14 · Nagpurcell 4840003389

distance 0.513 · cross-district

#15 · Laturcell 4810003220

distance 0.517 · cross-district

#16 · Punecell 4900002011

distance 0.523 · cross-district

#17 · Yavatmalcell 5000009771

distance 0.524 · cross-district

#18 · Nandedcell 4850004994

distance 0.527 · 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":4730003247}}}'

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.