Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005839

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.006

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005622

distance 0.006

#2 · Chandrapurcell 4730005957

distance 0.015

#3 · Chandrapurcell 4730005958

distance 0.016

#4 · Chandrapurcell 4730005959

distance 0.016

#5 · Chandrapurcell 4730005517

distance 0.019

#6 · Chandrapurcell 4730005515

distance 0.02

#7 · Chandrapurcell 4730005838

distance 0.02

#8 · Chandrapurcell 4730005516

distance 0.021

#9 · Chandrapurcell 4730005840

distance 0.022

#10 · Chandrapurcell 4730005414

distance 0.023

#11 · Chandrapurcell 4730005623

distance 0.024

#12 · Chandrapurcell 4730005629

distance 0.024

#13 · Chandrapurcell 4730005841

distance 0.024

#14 · Chandrapurcell 4730005624

distance 0.025

#15 · Chandrapurcell 4730006418

distance 0.03

#16 · Chandrapurcell 4730006419

distance 0.03

#17 · Chandrapurcell 4730005412

distance 0.031

#18 · Chandrapurcell 4730005415

distance 0.032

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":4730005839}}}'

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.